<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/"><channel><title>IICTP Official Updates</title><link>https://iictp.org/</link><description>Every page of the IICTP website, in full. Each item is the full content of one page of the International Insignia of Certified Technical Practitioners website.</description><language>en</language><copyright>© IICTP. All rights reserved. Use is governed by https://iictp.org/terms</copyright><generator>IICTP site build (scripts/feeds.mjs)</generator><docs>https://www.rssboard.org/rss-specification</docs><ttl>1440</ttl><lastBuildDate>Mon, 26 Oct 2026 09:36:55 GMT</lastBuildDate><image><url>https://iictp.org/favicon.svg</url><title>IICTP Official Updates</title><link>https://iictp.org/</link></image><atom:link href="https://iictp.org/feed.xml" rel="self" type="application/rss+xml"/><item><title>IICTP: Global Standard &amp; Certification for Technical Practitioners</title><link>https://iictp.org/</link><guid isPermaLink="true">https://iictp.org/</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Home</category><dc:creator>IICTP</dc:creator><description>IICTP certifies engineers and technical leaders through four core credentials, one for each stage of a career. Employers in many countries recognise it, and every credential can be verified in seconds.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p><span></span>Internationally recognised technical certification</p><h1>The credential employers worldwide hire on.</h1><p>IICTP certifies engineers and technical leaders through four core credentials, one for each stage of a career. Employers in many countries recognise it, and every credential can be verified in seconds.</p></div><div><article><h2>Find the credential that fits your career.</h2><p>Answer five short questions about your experience and see the level and exam path that match.</p><div><a href="/check-your-experience">Find your level<span></span></a><a href="#certifications">Explore certifications</a></div></article></div></div><ul><li></li><li></li><li></li><li></li></ul></section><section><div><div><div><p>TPBOK™ 1.0</p><p>Global Standard</p><p>5 core engineering domains</p></div><div><p>10 Credentials</p><p>Comprehensive Catalog</p><p>4 Core Leadership + 6 Specialized</p></div><div><p>30 to 60 TDUs</p><p>3-Year Recertification</p><p>Education &amp; Giving Back units</p></div><div><p>100% Neutral</p><p>Standard-Setting Integrity</p><p>Separated commercial operations</p></div></div></div></section><section id="about"><div><div><article><div><div><div><span>PILLAR <!-- -->01</span><span>Body of Knowledge</span></div></div><div><h3>1. TPBOK™ Guide Standard</h3><p>The core body of knowledge covering Architecture &amp; Systems Design, Engineering Governance, Applied AI, Infrastructure &amp; Security, and People Leadership.</p></div></div><div><a href="/standards/tpbok"><span>Explore TPBOK™ Standard →</span></a></div></article><article><div><div><div><span>PILLAR <!-- -->02</span><span>Credential Catalog</span></div></div><div><h3>2. Certification Catalog</h3><p>Horizontal career progression from Associate (ATP®) to Portfolio (PfTP®), paired with vertical specializations in AI, Cloud, Edge, LLMs, and Green Computing.</p></div></div><div><a href="/#certifications"><span>Browse Credential Tracks →</span></a></div></article><article><div><div><div><span>PILLAR <!-- -->03</span><span>Continuing Education</span></div></div><div><h3>3. TDU Continuing Education</h3><p>A structured 3-year recertification cycle requiring 60 Technical Development Units (TDUs) across Education and Giving Back, guaranteeing ongoing active competence.</p></div></div><div><a href="/certifications/maintain"><span>Review TDU Maintenance Guide →</span></a></div></article><article><div><div><div><span>PILLAR <!-- -->04</span><span>Training Partners</span></div></div><div><h3>4. ATP Network &amp; Chapters</h3><p>Commercial training is decentralized via Authorized Training Partners (ATPs) and Certified Instructors (CII), while regional chapters foster local community leadership.</p></div></div><div><a href="/partners"><span>Explore Partner Network →</span></a></div></article></div></div></section><section id="certifications"><div></div><div><div><div><div><div><div>CORE LEADERSHIP</div><div></div><div></div><div>SPECIALIZED DOMAINS</div><div></div></div></div></div><div><div><div><div></div><div><div><span>FLAGSHIP CREDENTIAL</span></div><p>APPLIED DOMAIN: DISTRIBUTED SYSTEMS ARCHITECTURE &amp; RESILIENT ENGINEERING</p><h3>Certified Technical Practitioner (CTP®)</h3><p>The definitive global benchmark for engineering leaders. Validates proven mastery in systems design, technical risk mitigation, sprint governance, and high-performance team delivery.</p><div></div><div><div><div>EXAM</div><div>150 questions</div></div><div><div>TIME</div><div>180 min</div></div><div><div>VALIDITY</div><div>3 Years (60 TDUs required)</div></div></div><div><a href="/check-your-experience">Check Eligibility</a></div></div></div></div></div></div></div></section><section id="standards"><div><div><article><span>Domain<!-- --> 0<!-- -->1</span><div><h3>Architecture &amp; Systems Design</h3><p>Distributed topologies, trade-off matrices, resilience engineering, microservices decoupling, and fault tolerance.</p></div></article><article><span>Domain<!-- --> 0<!-- -->2</span><div><h3>Engineering Governance &amp; Agile Delivery</h3><p>CI/CD pipeline metrics, release train orchestration, technical debt accounting, and cross-functional team throughput.</p></div></article><article><span>Domain<!-- --> 0<!-- -->3</span><div><h3>Applied AI &amp; Emerging Tech Integration</h3><p>Enterprise LLM pipelines, retrieval-augmented architectures (RAG), edge model deployment, and AI safety protocols.</p></div></article><article><span>Domain<!-- --> 0<!-- -->4</span><div><h3>Infrastructure &amp; Security</h3><p>Multi-cloud networking, FinOps, zero-trust cryptographic defense, data sovereignty, and disaster recovery SLA proofs.</p></div></article><article><span>Domain<!-- --> 0<!-- -->5</span><div><h3>People Leadership in Engineering</h3><p>Mentorship frameworks, sprint conflict resolution, hiring rubrics, stakeholder communication, and high-trust engineering culture.</p></div></article><a href="/about/mission-vision"><p>TPBOK™ 1.0</p><div><h3>Read the full standard.</h3><span><span>Explore standard</span><span></span></span></div></a></div></div></section><section id="books"><div><ul><li><a href="https://book.iictp.org/standard"><img src="/tpbok/cover.jpg" alt="Cover of The Standard for Technical Practitioners" width="350" height="500" loading="lazy" decoding="async"/><span>The Standard for Technical Practitioners</span></a></li><li><a href="https://book.iictp.org/tpbok-domain-guide-1-architecture"><img src="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.jpg" alt="Cover of Domain Guide 1: Architecture" width="350" height="500" loading="lazy" decoding="async"/><span>Domain Guide 1: Architecture</span></a></li><li><a href="https://book.iictp.org/tpbok-domain-guide-3-applied-ai"><img src="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.jpg" alt="Cover of Domain Guide 3: Applied AI" width="350" height="500" loading="lazy" decoding="async"/><span>Domain Guide 3: Applied AI</span></a></li><li><a href="https://book.iictp.org/casebook"><img src="/library/IICTP-Casebook.jpg" alt="Cover of Casebook" width="350" height="500" loading="lazy" decoding="async"/><span>Casebook</span></a></li><li><a href="https://book.iictp.org/credentials"><img src="/credentials-book/cover.jpg" alt="Cover of The IICTP Credentials Book" width="350" height="500" loading="lazy" decoding="async"/><span>The IICTP Credentials Book</span></a></li><li><a href="https://book.iictp.org/campus-to-contributor"><img src="/campus/cover.jpg" alt="Cover of From Campus to Contributor" width="350" height="500" loading="lazy" decoding="async"/><span>From Campus to Contributor</span></a></li></ul></div></section><section id="membership"><div><div><div><div><span>Early Career</span><h3>Student Member</h3><div>$49 / year (₹2,499)</div><p>For undergraduates, graduate students, and early-career developers initiating their technical journey.</p><ul><li><span>Access to student community &amp; base guides</span></li><li><span>30% discount on the ATP® exam</span></li><li><span>Digital library &amp; webinar access</span></li></ul></div><a href="/check-your-experience">Join as Student</a></div><div><div>Most Popular</div><div><span>Practitioner Tier</span><h3>Professional Member</h3><div>$79 / year (₹3,999)</div><p>For practicing tech leads, architects, and engineering managers advancing their credentials.</p><ul><li><span>Free digital access to TPBOK™ Guide</span></li><li><span>$50–$100 discount on all exams</span></li><li><span>Monthly webinars granting automated TDUs</span></li><li><span>Listing in Verified Practitioner Directory</span></li></ul></div><a href="/check-your-experience">Join as Professional</a></div><div><div><span>By Election Only</span><div><h3>IICTP Fellow (FIICTP)</h3><p>Highest Individual Honor Grade • Fellow of IICTP</p></div><div>$249 / year (₹14,999)</div><p>Conferred upon technical leaders with 10+ years of distinguished industry contribution.</p><ul><li><span>Exclusive seat on advisory roundtables</span></li><li><span>Keynote invitations at regional summits</span></li><li><span>Physical Insignia lapel pin &amp; Fellow badge</span></li></ul></div><a href="/about/awards">Review Nomination Process</a></div></div><div><div><div><h4>Corporate &amp; Enterprise Memberships</h4></div><p>Tech Startup Tier ($999/yr or ₹60,000/yr • 10 seats) and Enterprise Tier ($4,999/yr or ₹3,50,000/yr • 50 seats) with dedicated account management and team exam vouchers.</p></div><a href="/about/careers">Contact Enterprise Desk</a></div></div></section><section id="tdu"><div><div><div><div><div></div><div><div><p>CTP® · PgTP® · PfTP®</p><h3>Recertification requirement.</h3></div><p><span>60</span><span>TDUs / 3 yrs</span></p></div><p>Senior &amp; executive engineering practitioners maintaining active distributed systems leadership and enterprise governance.</p><div><div><div></div><div></div></div><div><div><p>Education · min 35</p><ul><li>Systems architecture (min 10)</li><li>Technical delivery &amp; GitOps (min 10)</li><li>Emerging AI &amp; Cloud tech (min 10)</li></ul></div><div><p>Giving back · up to 25</p><ul><li>Mentoring junior engineers</li><li>Open-source repository contributions</li><li>Technical papers &amp; chapter speaking</li></ul></div></div></div></div><div><a href="/certifications/maintain"><span>Open the TDU toolkit</span><span></span></a><p>All credentials · audit standards · logging</p></div></div><div id="partners"><article><div><span>Bootcamps &amp; Global</span><h3>Premier ATP</h3><p>Premier badge, portal co-marketing, and turn-key slide decks and lab environments.</p></div><div><dl><div><dt>FEE</dt><dd>$4,500/yr</dd></div><div><dt>VOUCHERS</dt><dd>30% off</dd></div></dl><a href="#contact"><span>Become a partner</span><span></span></a></div></article><article><div><span>Boutique Academies</span><h3>Registered ATP</h3><p>Authorized curriculum licence and a listing in the partner directory.</p></div><div><dl><div><dt>FEE</dt><dd>$1,500/yr</dd></div><div><dt>VOUCHERS</dt><dd>15% off</dd></div></dl><a href="#contact"><span>Become a partner</span><span></span></a></div></article></div></div></div></section><section><div><div><div><div><span>Begin certification</span><h2>Certify what you know. Prove what you can build.</h2><p>Join a global community of verified practitioners. Explore the credential catalog, prepare with an Authorized Training Partner, and earn a certification the market can independently verify — and renew for life.</p><div><a href="#certifications"><span>Explore the credential catalog</span><span></span></a><a href="/#membership"><span>Explore membership</span></a></div></div></div><div><img src="/src/assets/home/cta-partnership.jpg" alt="A team of certified practitioners joining hands in commitment over a project plan" loading="lazy"/><div></div><div><img src="data:image/svg+xml,%3csvg%20xmlns=&#x27;http://www.w3.org/2000/svg&#x27;%20viewBox=&#x27;0%200%2064%2064&#x27;%20width=&#x27;128&#x27;%20height=&#x27;128&#x27;%20role=&#x27;img&#x27;%20aria-label=&#x27;IICTP%20mark&#x27;%3e%3ctitle%3eIICTP%20mark%3c/title%3e%3cdefs%3e%3clinearGradient%20id=&#x27;fk&#x27;%20x1=&#x27;0&#x27;%20y1=&#x27;0&#x27;%20x2=&#x27;0&#x27;%20y2=&#x27;1&#x27;%3e%3cstop%20offset=&#x27;0&#x27;%20stop-color=&#x27;%231B1A6B&#x27;/%3e%3cstop%20offset=&#x27;.62&#x27;%20stop-color=&#x27;%23060A24&#x27;/%3e%3c/linearGradient%3e%3cradialGradient%20id=&#x27;bk&#x27;%20cx=&#x27;1&#x27;%20cy=&#x27;0&#x27;%20r=&#x27;.95&#x27;%3e%3cstop%20offset=&#x27;0&#x27;%20stop-color=&#x27;%238A5CFF&#x27;%20stop-opacity=&#x27;.85&#x27;/%3e%3cstop%20offset=&#x27;.5&#x27;%20stop-color=&#x27;%232F6BFF&#x27;%20stop-opacity=&#x27;.25&#x27;/%3e%3cstop%20offset=&#x27;1&#x27;%20stop-color=&#x27;%232F6BFF&#x27;%20stop-opacity=&#x27;0&#x27;/%3e%3c/radialGradient%3e%3c!--%20Distinct,%20pronounced%2026px%20chamfer%20corner%20cut%20at%20top-right%20--%3e%3cclipPath%20id=&#x27;ck&#x27;%3e%3cpath%20d=&#x27;M10%200H38L64%2026V54A10%2010%200%200%201%2054%2064H10A10%2010%200%200%201%200%2054V10A10%2010%200%200%201%2010%200Z&#x27;/%3e%3c/clipPath%3e%3c/defs%3e%3cg%20clip-path=&#x27;url(%23ck)&#x27;%3e%3crect%20width=&#x27;64&#x27;%20height=&#x27;64&#x27;%20fill=&#x27;url(%23fk)&#x27;/%3e%3crect%20width=&#x27;64&#x27;%20height=&#x27;64&#x27;%20fill=&#x27;url(%23bk)&#x27;/%3e%3c!--%20Concentric%20radar%20rings%20--%3e%3cpath%20d=&#x27;M64.0%2014.0A14%2014%200%200%201%2050.0%200.0&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23fff&#x27;%20stroke-opacity=&#x27;.25&#x27;%20stroke-width=&#x27;1.3&#x27;/%3e%3cpath%20d=&#x27;M64.0%2024.0A24%2024%200%200%201%2040.0%200.0&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23fff&#x27;%20stroke-opacity=&#x27;.25&#x27;%20stroke-width=&#x27;1.3&#x27;/%3e%3cpath%20d=&#x27;M64.0%2034.0A34%2034%200%200%201%2030.0%200.0&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23fff&#x27;%20stroke-opacity=&#x27;.25&#x27;%20stroke-width=&#x27;1.3&#x27;/%3e%3cpath%20d=&#x27;M64.0%2044.0A44%2044%200%200%201%2020.0%200.0&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23fff&#x27;%20stroke-opacity=&#x27;.25&#x27;%20stroke-width=&#x27;1.3&#x27;/%3e%3cpath%20d=&#x27;M64.0%2054.0A54%2054%200%200%201%2010.0%200.0&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23fff&#x27;%20stroke-opacity=&#x27;.25&#x27;%20stroke-width=&#x27;1.3&#x27;/%3e%3c!--%20Thicker,%20high-visibility%20signal%20lime%20arc%20(stroke-width%205.2%20for%20small%20navbar%20display)%20--%3e%3cpath%20d=&#x27;M54.8%2033.2A34%2034%200%200%201%2030.2%206.5&#x27;%20fill=&#x27;none&#x27;%20stroke=&#x27;%23C8F55B&#x27;%20stroke-width=&#x27;5.2&#x27;%20stroke-linecap=&#x27;round&#x27;/%3e%3c/g%3e%3c/svg%3e" alt="IICTP Mark"/><div><div>Designed to be governed by an independent standards body</div><div>Assessment integrity separated from all commercial training operations</div></div></div></div></div></div></section><section><img src="/src/assets/home/quote-global.jpg" alt="" loading="lazy"/><div></div><div></div><div></div><div></div><div><figure><blockquote>“<!-- -->A credential is only as strong as the standard behind it. Every IICTP certification is earned against a living benchmark of what the industry demands — stewarded by the community that sets it, never by a vendor that sells it.<!-- -->”</blockquote><figcaption><div>IICTP</div><div>International Insignia of Certified Technical Practitioners</div></figcaption></figure></div></section></div><!--/$-->]]></content:encoded></item><item><title>The Purple Cow: Live Architecture Defense vs ATS Sameness | IICTP</title><link>https://iictp.org/purple-cow</link><guid isPermaLink="true">https://iictp.org/purple-cow</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Home</category><dc:creator>IICTP</dc:creator><description>When every applicant lists the same course certificates, nothing stands out. IICTP is a new, independent credential: a timed online exam on practical engineering, and a certificate anyone can look up in a public registry.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p><span></span><span>INDEPENDENT TECHNICAL CERTIFICATION</span></p><span>•</span><span>A NEW INDEPENDENT CREDENTIAL · FOUNDING COHORT</span></div><div><div></div><blockquote>“You’re either remarkable, or you’re invisible.”</blockquote><p>— <!-- -->Seth Godin, Purple Cow</p></div><div><h1><span>In a stack of 500 resumes...</span> <span>You are the Purple Cow.</span></h1><p>When every applicant lists the same course certificates, nothing stands out. IICTP is a new, independent credential: a timed online exam on practical engineering, and a certificate anyone can look up in a public registry.</p><div><a href="#sample-question"><span>Try a sample question</span></a></div><div>New credential · Not ISO/IEC 17024 accredited · Founding-cohort pricing</div></div><div><div><div>100</div><div>ATP® exam</div><div>Multiple-choice questions, 120 minutes, timed online</div></div><div><div>150</div><div>CTP® exam</div><div>Scenario-based questions, 180 minutes, timed online</div></div><div><div>Online</div><div>Exam delivery</div><div>Taken from anywhere, with an integrity attestation</div></div></div></div></section><section><div><div><div><span>THE MODERN HIRING REALITY</span></div><h2>The 500-Applicant Sameness Trap</h2><p>Hiring managers skim a lot of applications. If your proof looks like everyone else’s, it is easy to overlook.</p></div><div><div><div><div><span>Brown Cow · Looks like everyone else</span></div><h3>The Certificate Factory</h3><p>What many applicants submit:</p><ul><li><span>✕</span><span>Course-completion certificates</span></li><li><span>✕</span><span>Tutorial projects with no real users</span></li><li><span>✕</span><span>Badges that test memorised settings</span></li><li><span>✕</span><span>Little evidence of how you reason through a real problem</span></li></ul></div><div><div>SCREENING RESULT</div><div><span></span><span>EASY TO OVERLOOK</span></div></div></div><div><div><div><span>Purple Cow · Provable</span></div><h3>The IICTP Exam</h3><p>What IICTP gives you:</p><ul><li><span>A timed online exam on practical engineering topics</span></li><li><span>Independent of any single vendor’s products</span></li><li><span>A certificate with a unique ID that anyone can look up</span></li><li><span>Plain wording: a new credential, not an accredited one</span></li></ul></div><div><div>WHAT A REVIEWER CAN DO</div><div><span></span><span>LOOK UP YOUR CERTIFICATE ID</span></div></div></div></div></div></section><section><div><div><div><span>THE THREE PILLARS OF IICTP</span></div><h2>Built to Be Checked</h2></div><div><div><div><span>01</span><h3><span>Vendor-Neutral</span></h3><p>We do not sell cloud credits or proprietary licences. The exams cover engineering principles that carry across cloud providers.</p></div></div><div><div><span>02</span><h3><span>Reasoning, Not Trivia</span></h3><p>The CTP® exam tests system design, risk and sprint governance through scenarios, rather than recall of button clicks.</p></div></div><div><div><span>03</span><h3><span>Verifiable Record</span></h3><p>Every certificate has a unique ID and a public registry record that an employer can look up on the Verify page.</p></div></div></div></div></section><section><div><div><div><span>THE PSYCHOLOGY OF ATTENTION</span></div><h2>The von Restorff Isolation Effect</h2><p>When identical items are presented in a group, the one that differs from the rest is the one remembered. You don’t need to be 5% better. You need to be easy to verify.</p></div><div><div><div>#RESUME-<!-- -->100</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->137</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->174</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->211</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->248</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->285</div><div>Course certificate</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->322</div><div>Course certificate</div><div>Looks the same</div></div><div><div><div><span>SAMPLE RECORD</span><span></span></div><div>Sample Holder</div><div>IICTP Certified Technical Practitioner (CTP®)</div><div>✓ <!-- -->Illustrative only, not a real holder</div></div></div><div><div>#RESUME-<!-- -->300</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->329</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->358</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->387</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->416</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->445</div><div>Generic badge</div><div>Looks the same</div></div><div><div>#RESUME-<!-- -->474</div><div>Generic badge</div><div>Looks the same</div></div></div><div>In a stack of 500 identical claims, a record anyone can check stands out.</div></div></section><section id="sample-question"><div><div><div><span>SAMPLE QUESTION · ILLUSTRATIVE, NOT FROM THE LIVE EXAM</span></div><h3>Cascading Dependency Failure &amp; Fault Isolation</h3><p>&quot;Your core transactional API is handling 15,000 requests/sec when a critical downstream service experiences an abrupt latency surge to 4,800ms. How do you design your architecture to prevent thread-pool exhaustion and guarantee zero dropped customer orders while maintaining client responsiveness?&quot;</p><div></div></div></div></section><section id="pricing"><div><div><div><span>TRANSPARENT REGISTRATION</span></div><h2>Choose Your Exam</h2><p>Founding-cohort pricing in Indian rupees. Pick the exam that matches where you are in your career; neither is a prerequisite for the other.</p></div><div><div><div><span>FOR EARLY-CAREER PRACTITIONERS</span><h3>ATP® — Associate Technical Practitioner</h3><p>For people with 0–2 years in the field. No minimum time on the job.</p><div><span>₹2,499</span><span>INR · founding price</span></div><ul><li><span>100 multiple-choice questions, 120 minutes</span></li><li><span>Timed online exam with an integrity attestation</span></li><li><span>Covers the software life cycle, basic systems architecture and delivery fundamentals</span></li><li><span>Unique certificate ID with a public registry record</span></li><li><span>Valid for three years; renew with 30 Technical Development Units</span></li></ul></div><div></div></div><div><div><span>FOR EXPERIENCED PRACTITIONERS</span><h3>CTP® — Certified Technical Practitioner</h3><p>For tech leads and engineering managers with 3–7 years of experience.</p><div><span>₹5,499</span><span>INR · founding price</span></div><ul><li><span>150 scenario-based questions, 180 minutes</span></li><li><span>Timed online exam with an integrity attestation</span></li><li><span>Tests system design, risk and sprint governance</span></li><li><span>Unique certificate ID with a public registry record</span></li></ul></div><div></div></div></div><div><h4><span>What this credential is, and is not</span></h4><p>IICTP is a new, independent credential. It is not accredited under ISO/IEC 17024, and we do not promise jobs or employer recognition. What you get is an exam, a certificate with a unique ID, and a public record anyone can check.</p></div></div></section><section id="faq"><div><div><details><summary>How does an employer verify my IICTP credential?</summary><div>Every certificate has a unique ID. An employer enters it on the Verify page of this site to see the public record.</div></details><details><summary>Who writes and reviews the exam questions?</summary><div>Practising engineers write the questions. Every question is checked by a second reviewer before it is used, and reviewers declare any link to a training provider.</div></details><details><summary>What if I am a student or recent graduate?</summary><div>The ATP® is written for people with 0–2 years in the field. There is no minimum time on the job.</div></details><details><summary>Why vendor-neutral instead of cloud-vendor badges?</summary><div>Vendor exams often test one product’s settings. IICTP tests ideas that carry across products.</div></details><details><summary>Can my employer reimburse this fee?</summary><div>You can ask. Razorpay emails you a payment receipt after you pay, which you can submit to your employer.</div></details></div></div></section><section><div><h3>In a stack of 500 resumes...<!-- --> <span>You are the Purple Cow.</span></h3><p>New credential · Not ISO/IEC 17024 accredited · Founding-cohort pricing</p><div></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Enterprise Technical Workforce Benchmarking &amp; Upskilling | IICTP</title><link>https://iictp.org/organizations</link><guid isPermaLink="true">https://iictp.org/organizations</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Home</category><dc:creator>IICTP</dc:creator><description>Benchmark, train and certify technical teams against one vendor-neutral standard, and check every credential in a public registry.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p><span></span>For organizations</p><h1>Know what your<!-- --> <!-- -->engineers can do.</h1><p>Benchmark, train and certify technical teams against one vendor-neutral standard, and check every credential in a public registry.</p><div><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Talk to our team<!-- --> <span></span></a><a href="#pricing">See pricing</a></div></div></div></section><section id="benchmark"><div><div><div><p>01 / Benchmark</p><h2>See where your team stands.</h2><p>Map your engineers against one standard, level by level and domain by domain. The report shown is a sample with illustrative figures.</p><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Talk to our team<!-- --> <span></span></a><dl><div><i></i><span>Foundations</span></div><div><i></i><span>Practitioner</span></div><div><i></i><span>Professional</span></div><div><i></i><span>Specialist</span></div></dl></div><div><div><div><b>Benchmark report</b><span>  ·  <!-- -->Platform engineering,<!-- --> <!-- -->24<!-- --> <!-- -->engineers</span></div><span>Sample</span></div><div><div><div><small>In program or portfolio roles</small><b>42<!-- -->%</b><em>18<!-- --> <!-- -->pts below target</em></div><div><small>Target</small><b>60<!-- -->%</b><em>by Q2 2027</em></div><div><small>To promote</small><b>5</b><em>engineers</em></div></div><div><span>Distribution by scope</span><span>24<!-- --> <!-- -->engineers</span></div><div><i></i><i></i><i></i><i></i><span></span></div><div><span><i></i>Foundations<!-- --> <b>3</b></span><span><i></i>Practitioner<!-- --> <b>11</b></span><span><i></i>Professional<!-- --> <b>7</b></span><span><i></i>Specialist<!-- --> <b>3</b></span></div><div><span>By domain</span><span>Median level</span></div><table><tbody><tr><td>Architecture</td><td><span><i></i><i></i><i></i><i></i></span></td><td><span>1 level gap</span></td></tr><tr><td>Delivery</td><td><span><i></i><i></i><i></i><i></i></span></td><td><span>On target</span></td></tr><tr><td>Emerging tech</td><td><span><i></i><i></i><i></i><i></i></span></td><td><span>1 level gap</span></td></tr><tr><td>Infrastructure</td><td><span><i></i><i></i><i></i><i></i></span></td><td><span>On target</span></td></tr><tr><td>People</td><td><span><i></i><i></i><i></i><i></i></span></td><td><span>1 level gap</span></td></tr></tbody></table></div><div><span>Scored against TPBOK™</span><span>Illustrative data</span></div></div></div></div></section><section id="process"><div><div><div><p>How it works</p><h2>One standard, four steps.</h2></div><p>Use the steps together as one programme, or start with the one you need now.</p></div><ol><li><small>0<!-- -->1</small><h3>Benchmark</h3><p>Map every engineer to a credential and see the gap to your target.</p><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Start a benchmark</a></li><li><small>0<!-- -->2</small><h3>Train</h3><p>Close the gaps with study paths and labs written against the same standard.</p><a href="/#partners">See training paths</a></li><li><small>0<!-- -->3</small><h3>Certify</h3><p>Independent exams for every credential, with renewal built in.</p><a href="/#certifications">Browse credentials</a></li><li><small>0<!-- -->4</small><h3>Verify</h3><p>Every credential has a number anyone can check in the public registry.</p><a href="/verify">Open the registry</a></li></ol></div></section><section id="why"><div><div><div><p>Why credentials</p><h2>Proof beats polish.</h2><p>An interview measures presentation. A credential measures what someone knows and can do, checked by a body that does not sell them training.</p></div><div><div><div>An interview shows</div><div>An IICTP credential shows</div></div><div><div><i></i>How well a candidate presents</div><div>What a practitioner has demonstrably mastered</div></div><div><div><i></i>Self-reported skills, unchecked</div><div>Third-party proof, held in a public registry</div></div><div><div><i></i>Weeks of onboarding uncertainty</div><div>A capability signal from day one</div></div><div><div><i></i>Gut-feel hiring and promotion</div><div>Benchmark data behind each decision</div></div><div><div><i></i>Skills assessed once, then frozen</div><div>Competence renewed every three years</div></div></div></div></div></section><section id="levels"><div><div><div><p>The scale</p><h2>Four credentials. One standard for every engineer.</h2></div><p>From a first role to setting technical direction. Every benchmark and training path maps to one of the four core credentials.</p></div><div><a href="/#certifications"><p>Foundations</p><p>Your first role in technology.</p></a><a href="/#certifications"><p>Practitioner</p><p>Shipping real systems.</p></a><a href="/#certifications"><p>Professional</p><p>Designing what others build on.</p></a><a href="/#certifications"><p>Specialist</p><p>Setting direction.</p></a></div></div></section><section id="registry"><div><div><div><p>Public registry</p><h2>Check any credential in seconds.</h2><p>Every IICTP credential has a number. Enter it and see who holds it, which credential it is, and whether it is still active.</p><ul><li>Free to use, no account needed</li><li>Shows status and expiry dates</li><li>Bulk checks for hiring teams, on request</li></ul><a href="/verify">Open the registry<!-- --> <span></span></a></div><form><div><label><span>Credential ID or name</span><input autoComplete="off" spellCheck="false" placeholder="CTP-2024-88412" value="CTP-2024-88412"/></label></div><div><div><span>AT</span><div><b>Alex Thorne</b><span>Certified Technical Practitioner</span></div><span>Active</span></div><dl><div><dt>Scope</dt><dd>Practitioner</dd></div><div><dt>Issued</dt><dd>Oct 15, 2024</dd></div><div><dt>Valid until</dt><dd>Oct 15, 2027</dd></div><div><dt>Track</dt><dd>Core</dd></div></dl></div><p>Sample records. Try<!-- --> <!-- -->CTP-2024-88412<!-- --> <!-- -->or<!-- --> <!-- -->AIP-2025-41902<!-- -->.</p></form></div></div></section><section id="tracks"><div><div><div><p>Tracks</p><h2>One core path. Six specialist tracks.</h2></div><p>Match credentials to how your teams are organised. The core path runs from a first role to portfolio leadership; specialist tracks add depth.</p></div><table><thead><tr><th>Track</th><th>Covers</th><th>Scope</th></tr></thead><tbody><tr><td>Core leadership<small>ATP® · CTP® · PgTP® · PfTP®</small></td><td>From a first role to leading programs and portfolios.</td><td><span>Foundations – Professional</span></td></tr><tr><td>AI Practitioner<small>AIP™</small></td><td>Applied enterprise AI and LLM systems.</td><td><span>Specialist</span></td></tr><tr><td>Cloud Architecture<small>CAP®</small></td><td>Distributed and hybrid infrastructure, multi-cloud, FinOps.</td><td><span>Specialist</span></td></tr><tr><td>Agile Delivery<small>ADP™</small></td><td>Technical agile governance, release trains and CI/CD metrics.</td><td><span>Specialist</span></td></tr><tr><td>IoT &amp; Edge Systems<small>IESP®</small></td><td>Edge computing, embedded protocols and industrial IoT security.</td><td><span>Specialist</span></td></tr><tr><td>Local LLM Systems<small>LLMP®</small></td><td>Local AI deployment, quantization and data sovereignty.</td><td><span>Specialist</span></td></tr><tr><td>Sustainable Tech<small>CSTP™</small></td><td>Carbon-aware software and efficient engineering.</td><td><span>Specialist</span></td></tr></tbody></table></div></section><section id="fit"><div><div><div><p>Where it fits</p><h2>Use it wherever skill decides.</h2></div><span></span></div><div><div><small>0<!-- -->1</small><h3>Hiring</h3><p>Screen on proven skill rather than presentation.</p></div><div><small>0<!-- -->2</small><h3>Onboarding</h3><p>Know each new hire’s credential from the first day.</p></div><div><small>0<!-- -->3</small><h3>Promotion</h3><p>Back each decision with benchmark data.</p></div><div><small>0<!-- -->4</small><h3>Client assurance</h3><p>Show clients and auditors skills they can verify.</p></div></div></div></section><section id="pricing"><div><div><div><p>Pricing</p><h2>Plans that scale with your team.</h2></div><p>Annual corporate membership with team seats. Exam and training fees are separate; Authorized Training Partners set their own training prices.</p></div><div><div><small>Up to 10 team seats</small><h3>Startup &amp; scaleup</h3><p><b>$999 a year</b>₹60,000 a year</p><ul><li>15% off team exam vouchers</li><li>Priority access to the hiring board</li><li>Registry access</li></ul><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Ask about this tier</a></div><div><span>Includes benchmarking</span><small>Up to 50 team seats</small><h3>Enterprise</h3><p><b>$4,999 a year</b>₹3,50,000 a year</p><ul><li>A dedicated account manager</li><li>Internal benchmarking assessments</li><li>Customized corporate credential tracks</li><li>Registry access</li></ul><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Talk to our team<!-- --> <span></span></a></div><div><small>More than 50 seats</small><h3>Larger organizations</h3><p><b>Quote on request</b>Scoped with you</p><ul><li>Seat count set with you</li><li>Programme scoped to your teams</li><li>Registry access</li></ul><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Talk to our team</a></div></div></div></section><section id="faq"><div><div><div><p>FAQ</p><h2>Questions, answered.</h2><p>Something else? Write to the team.</p><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Contact the team</a></div><div><details><summary>Is IICTP tied to any vendor?</summary><p>No. The standard is vendor-neutral, and IICTP does not sell training itself. Training is delivered by licensed partners, and every instructor holds the credential.<!-- --> <a href="/#partners">About the partner programme.</a></p></details><details><summary>How long does a credential last?</summary><p>Three years. Holders renew by earning Technical Development Units and passing an audit of their log: 30 for the ATP® and 60 for the CTP®, PgTP®, PfTP® and specialist credentials.</p></details><details><summary>Can we benchmark a team before anyone sits an exam?</summary><p>Yes. The benchmark maps your engineers to the four core credentials so you can plan training before anyone certifies.</p></details><details><summary>How do we verify a credential?</summary><p>Enter the credential ID in the public registry. You will see the holder, the credential and whether it is active.<!-- --> <a href="/verify">Open the registry.</a></p></details><details><summary>How many people can we certify?</summary><p>Startup &amp; scaleup membership includes up to 10 team seats and Enterprise up to 50. For more,<!-- --> <a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">write to us</a> <!-- -->and we will scope it with you.</p></details></div></div></div></section><section><div><div><h2>Start with a benchmark.</h2><p>See where every engineer stands, and what it takes to reach your target.</p><div><a href="mailto:enterprise@iictp.org?subject=IICTP%20for%20Organizations%20%E2%80%94%20Enterprise%20Inquiry">Talk to our team<!-- --> <span></span></a><a href="#pricing">See pricing</a></div></div><ol><li><b>01</b><div><strong>Team sizes and roles</strong><span>How many people, and what they do today.</span></div></li><li><b>02</b><div><strong>Credentials in mind</strong><span>Credentials or tracks you already have in mind, if any.</span></div></li><li><b>03</b><div><strong>Timeline</strong><span>When you want the first benchmark or cohort to start.</span></div></li></ol></div></section></div><!--/$-->]]></content:encoded></item><item><title>Authorized Training Partner (ATP) License Program | IICTP</title><link>https://iictp.org/partners</link><guid isPermaLink="true">https://iictp.org/partners</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Home</category><dc:creator>IICTP</dc:creator><description>IICTP does not sell training. Independent academies, bootcamps and universities teach candidates for our exams under a licence. Applications are open.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Training partners</p><h1>Run a training organization?<!-- --> <br/>Become an Authorized Training Partner</h1><p>IICTP does not sell training. Independent academies, bootcamps and universities teach candidates for our exams under a licence. Applications are open.</p><div><a href="mailto:partners@iictp.org?subject=Authorized%20Training%20Partner%20%E2%80%94%20Application">Apply <span></span></a><a href="/#partners">See the tiers</a></div><ul><li>Vendor-neutral standard</li><li>Exam kept separate from training</li><li>Public credential registry</li></ul></div></div></div></section><section id="roles"><div><div><div><p>Who does what</p><h2>You teach. IICTP certifies.</h2></div><p>The split is the point: the people who set and mark the exam do not sell the course, and the people who sell the course do not mark the exam.</p></div><div><div><h3>Your organization</h3><ul><li>Designs and delivers the course</li><li>Sets its own training fees</li><li>Uses IICTP marks only as the licence allows</li></ul></div><div><h3>IICTP</h3><ul><li>Publishes the syllabus and exam blueprint</li><li>Runs the exam and issues the credential</li><li>Keeps the public registry that employers check</li></ul></div></div></div></section><section id="apply"><div><div><div><p>How it works</p><h2>Four steps to becoming a partner.</h2></div><p>Terms, fees and timing are agreed in the licence and confirmed with you directly.</p></div><ol><li><small>0<!-- -->1</small><h3>Tell us about your organization</h3><p>Who you teach, which credentials you would prepare people for, and how you deliver.</p><a href="mailto:partners@iictp.org?subject=Authorized%20Training%20Partner%20%E2%80%94%20Application">Send your details</a></li><li><small>0<!-- -->2</small><h3>We review your curriculum</h3><p>We check it against the TPBOK™ syllabus for the credentials you want to cover.</p><a href="/standards/tpbok">Read the syllabus</a></li><li><small>0<!-- -->3</small><h3>Sign the licence</h3><p>The licence sets how you list, market and use IICTP marks.</p><a href="/trademarks">See the mark rules</a></li><li><small>0<!-- -->4</small><h3>Teach and be listed</h3><p>Your learners sit the IICTP exam; you appear as a partner once you are approved.</p><a href="/#partners">See the tiers</a></li></ol></div></section><section id="faq"><div><div><div><p>Questions</p><h2>Before you get in touch.</h2><a href="mailto:partners@iictp.org?subject=Authorized%20Training%20Partner%20%E2%80%94%20Application">Ask us directly</a></div><div><details open=""><summary>Does IICTP run training itself?</summary><div>No. IICTP sets the standard and runs the exams. Independent partners teach. This keeps the exam separate from anyone who sells the course.</div></details><details><summary>Do I need to be a partner for my learners to sit an exam?</summary><div>No. Candidates can prepare in any way they choose. Some credentials ask for a number of training hours, so a partner course is one way to meet that. Check each credential page for its requirements.</div></details><details><summary>Who pays for the exam?</summary><div>Candidates register for the exam with IICTP. Partners set their own training fees, which are separate from the exam fee.</div></details><details><summary>Is there a partner directory?</summary><div>Approved partners are listed in the directory. A partner is listed only after its licence is approved.</div></details><details><summary>What can I say about being a partner?</summary><div>Only what the licence allows, once you are approved. Before approval, please do not describe your organization as an IICTP partner. See the <a href="/trademarks">mark rules</a>.</div></details></div></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Contact IICTP: Candidate Support, Partner Licensing &amp; Inquiries | IICTP</title><link>https://iictp.org/contact</link><guid isPermaLink="true">https://iictp.org/contact</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Home</category><dc:creator>IICTP</dc:creator><description>Each address goes to one team. Pick the one closest to your question and you will not be passed around. The same addresses work at iictp.com.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Contact</p><h1>Write to the right desk.</h1><p>Each address goes to one team. Pick the one closest to your question and you will not be passed around. The same addresses work at iictp.com.</p></div></div></div></section><section><div><div><div><p>Candidates</p><h2>Exams, results and your account</h2></div><p>For anyone preparing for, sitting or holding a credential.</p></div><div><div><small>01</small><h3>General support</h3><p>Anything not listed below, or when you are not sure. support@iictp.org</p></div><div><small>02</small><h3>Exam scheduling</h3><p>Booking, rescheduling, accommodations and exam-day problems. exams@iictp.org</p></div><div><small>03</small><h3>Appeals</h3><p>Ask for a result to be reviewed. Include your candidate reference. appeals@iictp.org</p></div><div><small>04</small><h3>Billing</h3><p>Receipts, refunds and payment problems. billing@iictp.org</p></div></div></div></section><section><div><div><div><p>Credentials and the registry</p><h2>Verify, correct, audit</h2></div><p>For employers, recruiters and credential holders.</p></div><div><div><small>01</small><h3>Verification</h3><p>Confirm a credential, or ask for help reading a registry record. verify@iictp.org</p></div><div><small>02</small><h3>Registry corrections</h3><p>A name, date or status in the public registry is wrong. registry@iictp.org</p></div><div><small>03</small><h3>Experience audits</h3><p>Questions about how a claimed experience was checked. audit@iictp.org</p></div></div></div></section><section><div><div><div><p>Organizations and partners</p><h2>Teams, trainers and universities</h2></div><p>For those who want to work with IICTP.</p></div><div><div><small>01</small><h3>Authorized Training Partners</h3><p>Apply, renew or ask about partner requirements. partners@iictp.org</p></div><div><small>02</small><h3>Enterprise</h3><p>Verify or develop skills across a team. enterprise@iictp.org</p></div><div><small>03</small><h3>Academic programs</h3><p>Universities and colleges aligning courses to the standard. academic@iictp.org</p></div></div></div></section><section><div><div><div><p>Standards and conduct</p><h2>The standard, ethics and permissions</h2></div><p>For feedback on the standard and for concerns about conduct.</p></div><div><div><small>01</small><h3>Standards</h3><p>Questions or proposals about TPBOK™ and the exam content. standards@iictp.org</p></div><div><small>02</small><h3>Ethics</h3><p>Report a concern about a holder, partner or staff member. ethics@iictp.org</p></div><div><small>03</small><h3>Permissions</h3><p>Ask to republish or quote IICTP material. permissions@iictp.org</p></div><div><small>04</small><h3>Brand and trademarks</h3><p>Use of the IICTP name, marks and insignia. brand@iictp.org</p></div></div></div></section><section><div><div><div><p>Trust and legal</p><h2>Privacy, security, access, legal</h2></div><p>Our duties to the people who use this site.</p></div><div><div><small>01</small><h3>Privacy</h3><p>Use your data rights or ask how your data is handled. privacy@iictp.org</p></div><div><small>02</small><h3>Security</h3><p>Report a vulnerability. security@iictp.org</p></div><div><small>03</small><h3>Accessibility</h3><p>Report a barrier on this site. accessibility@iictp.org</p></div><div><small>04</small><h3>Legal</h3><p>Notices and legal questions. legal@iictp.org</p></div></div></div></section><section><div><div><div><p>Join and report</p><h2>Work with us, press</h2></div><p>People and media.</p></div><div><div><small>01</small><h3>Careers</h3><p>Roles and applications. careers@iictp.org</p></div><div><small>02</small><h3>Volunteers</h3><p>Item writers, reviewers and examiners. volunteer@iictp.org</p></div><div><small>03</small><h3>Press</h3><p>Media enquiries. press@iictp.org</p></div></div></div></section><section><div><div><a href="mailto:support@iictp.org">Email general support<!-- --> <span></span></a><a href="/verify">Verify a credential</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Verify Credential &amp; Certificate Registry | IICTP Public Registry</title><link>https://iictp.org/verify</link><guid isPermaLink="true">https://iictp.org/verify</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><dc:creator>IICTP</dc:creator><description>Confirm that an IICTP credential is real, current and held by the person who shows it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div></div><div><p><span></span>Credential verification</p><h1>Check a credential.</h1><p>Confirm that an IICTP credential is real, current and held by the person who shows it.</p><form><label for="verify-query">Credential ID or holder name</label><input id="verify-query" placeholder="CTP-2024-88412" autoComplete="off" spellCheck="false" value=""/></form><p>No ID to hand?<!-- --> </p></div><ol><li><b>01</b><div><strong>Enter an ID or name</strong><span>Use the credential ID printed on the certificate, or the holder’s name.</span></div></li><li><b>02</b><div><strong>We match the registry</strong><span>The record is read from the public IICTP registry, never from the certificate itself.</span></div></li><li><b>03</b><div><strong>Read and share</strong><span>Check the status, then share a link anyone can open.</span></div></li></ol></section><section id="verification-result"><div></div></section><section id="registry"><div><div></div><div><a href="/verify?id=CTP-2024-88412#verification-result"><span><span>CTP®</span></span><h3>Alex Thorne</h3><span>Sample<!-- --> · <!-- -->CTP-2024-88412<!-- --> · <!-- -->United Kingdom</span><span></span></a><a href="/verify?id=AIP-2025-41902#verification-result"><span><span>AIP™</span></span><h3>Priya Sharma</h3><span>Sample<!-- --> · <!-- -->AIP-2025-41902<!-- --> · <!-- -->India</span><span></span></a><a href="/verify?id=CAP-2025-77319#verification-result"><span><span>CAP®</span></span><h3>Sarah Jenkins</h3><span>Sample<!-- --> · <!-- -->CAP-2025-77319<!-- --> · <!-- -->United States</span><span></span></a><a href="/verify?id=PGTP-2023-11928#verification-result"><span><span>PgTP®</span></span><h3>Marcus Chen</h3><span>Sample<!-- --> · <!-- -->PGTP-2023-11928<!-- --> · <!-- -->Singapore</span><span></span></a><a href="/verify?id=PFTP-2022-04812#verification-result"><span><span>PfTP®</span></span><h3>Dr. Elena Rostova</h3><span>Sample<!-- --> · <!-- -->PFTP-2022-04812<!-- --> · <!-- -->Switzerland</span><span></span></a><a href="/verify?id=ATP-2025-10842#verification-result"><span><span>ATP®</span></span><h3>Liam O&#x27;Connor</h3><span>Sample<!-- --> · <!-- -->ATP-2025-10842<!-- --> · <!-- -->Ireland</span><span></span></a><a href="/verify?id=ADP-2024-32091#verification-result"><span><span>ADP™</span></span><h3>David Müller</h3><span>Sample<!-- --> · <!-- -->ADP-2024-32091<!-- --> · <!-- -->Germany</span><span></span></a><a href="/verify?id=LLMP-2025-88310#verification-result"><span><span>LLMP®</span></span><h3>Kenji Takahashi</h3><span>Sample<!-- --> · <!-- -->LLMP-2025-88310<!-- --> · <!-- -->Japan</span><span></span></a><a href="/verify?id=IESP-2025-55104#verification-result"><span><span>IESP®</span></span><h3>Sofia Lindqvist</h3><span>Sample<!-- --> · <!-- -->IESP-2025-55104<!-- --> · <!-- -->Sweden</span><span></span></a><a href="/verify?id=CSTP-2024-67290#verification-result"><span><span>CSTP™</span></span><h3>Astrid Møller</h3><span>Sample<!-- --> · <!-- -->CSTP-2024-67290<!-- --> · <!-- -->Denmark</span><span></span></a></div></div></section><section><div><div><article><div><span>Registry</span></div><div><h3>One public record</h3><p>Each credential has a unique ID you can look up here, with its status and expiry date.</p></div></article><article><div><span>Reference</span></div><div><h3>Examination practice</h3><p>ISO/IEC 17024:2012 is used as a reference for examinations, peer review and proctoring. IICTP is not accredited under it.</p></div></article><article><div><span>Triennial</span></div><div><h3>Continuous revalidation</h3><p>Good standing needs 60 Technical Development Units every three years, so holders stay current.</p></div></article></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Check Your Eligibility &amp; Certification Path | IICTP</title><link>https://iictp.org/check-your-experience</link><guid isPermaLink="true">https://iictp.org/check-your-experience</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><dc:creator>IICTP</dc:creator><description>Five short steps. We check every credential and membership, and draw the route from where you are to where you can be.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p>Eligibility · All credentials · Membership</p><h1>Check your<!-- --> <br/>experience.</h1><p>Five short steps. We check every credential and membership, and draw the route from where you are to where you can be.</p><div><a href="#check">Start<!-- --> <span></span></a><span>No account. Only your name is remembered, in this browser.</span></div></div></div></section><section id="check"><div><form><div><span>Step 1 of 5</span><i></i></div><h2>What should we call you?</h2><p>Optional. We remember it in this browser so the whole site can use it, and you can change or clear it any time.</p><div><label for="name">Your name</label><input id="name" type="text" autoComplete="name" maxLength="40" placeholder="Your name" name="name" value=""/></div><div><span></span></div></form></div></section><section id="route"><div><div><p><i></i>Your route</p><h2>Your route appears here.</h2><p>Tell us where you are and your education, and we show your next steps and the way ahead.</p><a href="#check">Start with the questions<!-- --> <span></span></a></div></div></section><section id="credentials"><div><div><div><p>Every credential</p><h2>Where you stand on all ten.</h2></div><p>Four core credentials and six specialist credentials.</p></div><div><p>Core credentials</p><ul><li><a href="/certifications/atp"><span>ATP®</span><span>Associate Technical Practitioner<small></small></span><span>Answer the questions</span></a></li><li><a href="/certifications/ctp"><span>CTP®</span><span>Certified Technical Practitioner<small></small></span><span>Answer the questions</span></a></li><li><a href="/certifications/pgtp"><span>PgTP®</span><span>Program Technical Practitioner<small></small></span><span>Answer the questions</span></a></li><li><a href="/certifications/pftp"><span>PfTP®</span><span>Portfolio Technical Practitioner<small></small></span><span>Answer the questions</span></a></li></ul></div><div><p>Specialist credentials</p><ul><li><a href="/certifications/aip"><span>AIP™</span><span>AI Practitioner<small>AI and LLM systems</small></span><span>Answer the questions</span></a></li><li><a href="/certifications/cap"><span>CAP®</span><span>Cloud Architecture Practitioner<small>Cloud architecture</small></span><span>Answer the questions</span></a></li><li><a href="/certifications/adp"><span>ADP™</span><span>Agile Delivery Practitioner<small>Software delivery and CI/CD</small></span><span>Answer the questions</span></a></li><li><a href="/certifications/iesp"><span>IESP®</span><span>IoT &amp; Embedded Systems<small>IoT and embedded</small></span><span>Answer the questions</span></a></li><li><a href="/certifications/llmp"><span>LLMP®</span><span>Local LLM Practitioner<small>Running LLMs locally</small></span><span>Answer the questions</span></a></li><li><a href="/certifications/cstp"><span>CSTP™</span><span>Clean Software Telemetry<small>Green and efficient software</small></span><span>Answer the questions</span></a></li></ul></div></div></section><section id="expect"><div><div><div><p>Whichever route you take</p><h2>What you can expect.</h2></div><p>These hold for every credential on your route.</p></div><div><div><h3>Rigorous exams</h3><p>Every exam is timed and scored against a published blueprint, and you sign an integrity attestation.</p></div><div><h3>A public record</h3><p>Each credential has a verifiable badge anyone can check on the <a href="/verify">verify page</a>.</p></div><div><h3>Renew every 3 years</h3><p>You log 30 to 60 Technical Development Units per cycle.</p></div><div><h3>Membership helps</h3><p>Webinars log TDUs for you, and members join the Verified Practitioner Directory.</p></div></div></div></section><section id="membership"><div><div><div><p>Membership</p><h2>Which membership fits you.</h2></div><p>Exam fees, members pay less: <!-- -->the ATP® is ₹2,499 founding · then $99 / ₹4,900<!-- -->.</p></div><div><div><span>If you are studying</span><h3>Student Member</h3><p><b>$49 / year</b> <!-- -->₹2,499</p><ul><li>Student community and base guides</li><li>30% discount on the ATP® exam</li><li>Digital library and webinars</li></ul><a href="/#membership">Join as a student</a></div><div><span>Once you are working</span><h3>Professional Member</h3><p><b>$79 / year</b> <!-- -->₹3,999</p><ul><li>Free digital TPBOK™ Guide</li><li>$50–$100 off every exam</li><li>Monthly webinars that log TDUs for you</li></ul><a href="/#membership">Join as a professional</a></div><div><span>By election</span><h3>Fellow (FIICTP)</h3><p><b>$249 / year</b> <!-- -->₹14,999</p><ul><li>A seat on advisory roundtables</li><li>Keynote invitations at regional summits</li><li>Insignia lapel pin and Fellow badge</li></ul><a href="/about/awards">How nomination works</a></div></div></div></section><section id="faq"><div><div><div><p>How this check works</p><h2>Read the rules for yourself.</h2><p>Every requirement here is published on the credential pages and in the <a href="/standards/tpbok">TPBOK™ Guide</a>.</p></div><div><details><summary>Is this an official eligibility decision?</summary><p>No. It is a guide built from the published prerequisites. Your application is what decides.</p></details><details><summary>What counts as years in technical roles?</summary><p>Employed or self-employed engineering work: jobs and internships, freelance and consulting, sustained open-source maintaining, research and academic software, and military or government technical service. Studying on its own does not count.</p></details><details><summary>What counts as leading technical work?</summary><p>A lead or manager role, leading a feature, module or release without the title, leading client or open-source work, and regular mentoring, supervising or code review for other engineers. University and personal projects do not count towards leadership, but they do count as hands-on work for the specialist credentials.</p></details><details><summary>Why only two at a time?</summary><p>Each exam needs real preparation alongside your job. Two at a time keeps that manageable, and everything else waits on your route in order. You do not have to take the credentials in order, only meet each one’s prerequisites.</p></details><details><summary>What if I am just short of a rule?</summary><p>You can ask for an equivalency review. Use the “Close, but not there yet?” link on your route and include what you have done.</p></details><details><summary>How are the dates worked out?</summary><p>From the gap between your answers and each rule, assuming you keep building experience from today. They are estimates, not deadlines. Specialist years come from each credential’s target range, and the exact bar is set in its prerequisites.</p></details></div></div></div></section><section><div><h2>Find your next step.</h2><p>Answer a few questions and we draw the route from where you are to where you can be.</p><div><a href="#check">Start the questions<!-- --> <span></span></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Exam Facts, Passing Scores &amp; Question Formats | IICTP</title><link>https://iictp.org/certifications/exam-facts</link><guid isPermaLink="true">https://iictp.org/certifications/exam-facts</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Complete specifications across all ten IICTP credentials. Review required professional experience, exam duration, question volume, tiered passing scores, and the five-domain TPBOK blueprint.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p>Official Examination Guide</p><h1>Exam facts, eligibility &amp; blueprints.</h1><p>Complete specifications across all ten IICTP credentials. Review required professional experience, exam duration, question volume, tiered passing scores, and the five-domain TPBOK blueprint.</p><div><div><span>Passing Standard</span><span>65% – 75% Scaled</span></div><div><span>Retake Policy</span><span>1 Retake Included</span></div><div><span>Rescheduling</span><span>Free &gt;24h Prior</span></div><div><span>Scoring Mode</span><span>Zero Penalty</span></div></div></div><div><div><b>10 Credentials</b><span>4 Core + 6 Specialized</span></div><div><b>80–180 Questions</b><span>Psychometrically calibrated</span></div><div><b>90–240 Minutes</b><span>Timed proctored delivery</span></div><div><b>3 Years</b><span>Credential validity</span></div></div></div></section><main><section><div><div><h2 id="matrix-title">Credential Comparison Matrix</h2><p>Full side-by-side comparison of prerequisites, exam timing, question counts, and founding fees.</p></div><div></div></div><div><table><thead><tr><th scope="col">Credential</th><th scope="col">Target Audience</th><th scope="col">Questions</th><th scope="col">Time</th><th scope="col">Passing Mark</th><th scope="col">Retakes</th><th scope="col">Validity</th><th scope="col">Founding Fee</th><th scope="col">Action</th></tr></thead><tbody><tr><th scope="row"><div><span>ATP®</span><span>Associate Technical Practitioner</span></div></th><td>Junior Developers, Associate PMs, QA Leads (0–2 years)</td><td>100 questions</td><td>120 min</td><td>65% scaled score</td><td>1 Included Free</td><td>3 years (30 TDUs)</td><td>₹2,499</td><td></td></tr><tr><th scope="row"><div><span>CTP®</span><span>Certified Technical Practitioner</span></div></th><td>Tech leads, engineering managers, senior IT PMs (3–7 years)</td><td>150 questions</td><td>180 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (60 TDUs)</td><td>₹5,499</td><td></td></tr><tr><th scope="row"><div><span>PgTP®</span><span>Program Technical Practitioner</span></div></th><td>Technical program managers, multi-squad leads, principal architects (7–12 years)</td><td>170 questions</td><td>210 min</td><td>75% scaled score</td><td>1 Included Free</td><td>3 years (60 TDUs)</td><td>₹7,499</td><td></td></tr><tr><th scope="row"><div><span>PfTP®</span><span>Portfolio Technical Practitioner</span></div></th><td>VP of Engineering, Chief Architects, CTOs, Portfolio Directors (10+ years)</td><td>180 questions</td><td>240 min</td><td>75% scaled score</td><td>1 Included Free</td><td>3 years (60 TDUs)</td><td>₹8,999</td><td></td></tr><tr><th scope="row"><div><span>AIP®</span><span>AI Practitioner</span></div></th><td>AI engineers, ML architects, applied research developers (2–5 years)</td><td>120 questions</td><td>150 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (45 TDUs)</td><td>₹3,999</td><td></td></tr><tr><th scope="row"><div><span>CAP®</span><span>Cloud Architecture Practitioner</span></div></th><td>Cloud architects, DevOps leads, systems engineers (3–6 years)</td><td>120 questions</td><td>150 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (45 TDUs)</td><td>₹3,999</td><td></td></tr><tr><th scope="row"><div><span>ADP®</span><span>Agile Delivery Practitioner</span></div></th><td>Delivery leads, release managers, agile technical coaches (2–5 years)</td><td>100 questions</td><td>120 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (45 TDUs)</td><td>₹3,999</td><td></td></tr><tr><th scope="row"><div><span>IESP®</span><span>IoT &amp; Embedded Systems</span></div></th><td>Embedded firmware developers, IoT systems architects (2–6 years)</td><td>100 questions</td><td>120 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (45 TDUs)</td><td>₹3,999</td><td></td></tr><tr><th scope="row"><div><span>LLMP®</span><span>Local LLM Practitioner</span></div></th><td>Systems engineers, local AI engineers, security-focused developers (2–5 years)</td><td>90 questions</td><td>120 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (45 TDUs)</td><td>₹3,999</td><td></td></tr><tr><th scope="row"><div><span>CSTP®</span><span>Clean Software Telemetry</span></div></th><td>Cloud architects, software engineers, sustainability tech officers (2–5 years)</td><td>80 questions</td><td>90 min</td><td>70% scaled score</td><td>1 Included Free</td><td>3 years (30 TDUs)</td><td>₹3,999</td><td></td></tr></tbody></table></div><p>* All founding registrations include 1 re-examination attempt and free rescheduling up to 24 hours prior to the exam sitting window. Click any credential row to inspect its domain blueprint.</p></section><section id="blueprint-section"><div><div><div><h2 id="blueprint-inspector">TPBOK Exam Blueprint &amp; Domain Outlines</h2></div><p>Select a credential to review the exact percentage share and tested capabilities across the five TPBOK domains.<!-- --> <a href="/certifications/credentials-book">Or read all ten in the Credentials Book.</a></p></div><div><a href="/blueprints/IICTP-CTP-Exam-Blueprint.pdf"><span>Download <!-- -->CTP®<!-- --> blueprint (PDF)</span></a></div></div><div></div><div><div><div><div><span>Practitioner<!-- --> Tier</span><h3>Certified Technical Practitioner (CTP®)</h3></div><p>The definitive benchmark for engineering leaders. Validates proven mastery in systems design, technical risk mitigation, sprint governance and high-performance team delivery.</p></div><div><a href="/certifications/ctp">Full Syllabus Page →</a></div></div><div><div><span>Question Items</span><span>150<!-- --> Questions</span></div><div><span>Time Limit</span><span>180<!-- --> Minutes</span></div><div><span>Passing Standard</span><span>70% scaled score</span></div><div><span>Retake Included</span><span>1 Attempt Free</span></div></div><div><div><div><h4>TPBOK Domain Share of Examination Items</h4><p>Percentage weighting reflects the proportion of scored items drawn from each published domain.</p></div><div><div><div><span><strong>0<!-- -->1<!-- -->.</strong>Architecture &amp; Systems Design</span><span>30<!-- -->%</span></div><div><div></div></div><p>Microservices, event-driven streaming, caching tiers, scalability trade-offs, and incremental legacy migration</p></div><div><div><span><strong>0<!-- -->2<!-- -->.</strong>Engineering Governance &amp; Agile Delivery</span><span>24<!-- -->%</span></div><div><div></div></div><p>Release trains, architectural decision records (ADRs), technical debt management, flow metrics, and tailoring the delivery approach</p></div><div><div><span><strong>0<!-- -->3<!-- -->.</strong>Applied AI &amp; Emerging Tech Integration</span><span>18<!-- -->%</span></div><div><div></div></div><p>RAG system topologies, vector databases, enterprise AI security, and the machine learning life cycle (training data, fine-tuning, model operations)</p></div><div><div><span><strong>0<!-- -->4<!-- -->.</strong>Infrastructure &amp; Security</span><span>18<!-- -->%</span></div><div><div></div></div><p>Observability (metrics, logs, traces), Kubernetes scaling, threat modeling, software supply chain security, and infrastructure as code</p></div><div><div><span><strong>0<!-- -->5<!-- -->.</strong>People Leadership in Engineering</span><span>10<!-- -->%</span></div><div><div></div></div><p>Squad leadership, technical mentoring, engineering career alignment, psychological safety, team design, and stakeholder trade-offs</p></div></div></div><div><div><h4>Eligibility Requirements</h4><p>Candidate must satisfy either Route A or Route B prior to exam scheduling.</p></div><div><div><span>Route A · Degree Pathway</span></div><p>Bachelor&#x27;s degree + 36 months technical leadership experience</p></div><div><div><span>Route B · Non-Degree Pathway</span></div><p>High school diploma + 60 months technical leadership experience</p></div><div><h5>Core Technical Competencies Tested</h5><ul><li><span>Distributed systems architecture, failure domain isolation, and CAP trade-offs</span></li><li><span>Technical debt quantification, release train engineering, and DORA software delivery performance metrics</span></li><li><span>Applied LLM, RAG and machine learning model integration into core product services</span></li><li><span>Zero-trust network perimeters, container orchestration, and incident retrospectives</span></li></ul></div></div></div></div></section><section><div><h2 id="policy-rules">Examination Policies, Scoring &amp; Retake Rules</h2><p>Plain-language rules governing scoring, retakes, cancellations, and accreditation.</p></div><div><div><div><span></span><h3>Tiered Psychometric Passing Standard</h3></div><p>Tiered standard: 65% for foundational (ATP), 70% for CTP and specialty credentials, 75% for executive leadership (PgTP, PfTP). Evaluated via psychometrically calibrated scaled scoring with no negative marking.<!-- --> There is no negative marking for incorrect choices; candidates are advised to answer every question. Score reports display performance bandings by TPBOK domain.</p></div><div><div><span></span><h3>1 Retake Included in Registration Plan</h3></div><p>1 re-examination attempt included with your founding examination registration. Candidates who do not pass on their first sitting may schedule their retry after a recommended 14-day study period without paying a re-examination fee.<!-- --> Candidates have up to 12 months from their registration date to use their included retake sitting.</p></div><div><div><span></span><h3>Reschedule-Only Policy (No Cancellation Fees)</h3></div><p>Reschedule-only. Examination voucher fees are non-refundable once registered. However, candidates can reschedule their exam sitting free of charge up to 24 hours prior to their scheduled exam window.<!-- --> If you need to postpone or change your appointment time, you can do so through the Candidate Portal with zero penalty as long as it is done at least 24 hours prior to the sitting.</p></div><div><strong>Accreditation Notice: </strong>IICTP is an independent vendor-neutral body. Credential examinations are not ISO/IEC 17024 accredited.<!-- --> IICTP standards are derived from open industry practice and peer review by active software architects and engineering practitioners.</div></div></section></main></div><!--/$-->]]></content:encoded></item><item><title>Keep Your Credential: TDUs, Audits &amp; 3-Year Renewal | IICTP</title><link>https://iictp.org/certifications/maintain</link><guid isPermaLink="true">https://iictp.org/certifications/maintain</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Every IICTP credential lasts three years. To renew, you earn Technical Development Units (TDUs), log them, and submit the log for audit. Here is the whole cycle, step by step.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p>Maintain your credential</p><h1>Stay current, or it lapses.</h1><p>Every IICTP credential lasts three years. To renew, you earn Technical Development Units (TDUs), log them, and submit the log for audit. Here is the whole cycle, step by step.</p></div></div></section><main><section><h2 id="cycle">One cycle is three years</h2><p>The credential means active competence, not a pass from years ago. The clock starts when your credential is issued.</p><div><ol><li>Year 1: learn and log</li><li>Year 2: keep earning units</li><li>Year 3: submit the log and renew</li></ol></div></section><section><h2 id="units">How many units you need</h2><p>The number depends on the credential. Choose yours to see it.</p><div><ul><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li></ul><div>60<!-- --> <span>TDUs every 3 years</span></div><div><div></div><div></div></div><div><span><i></i>At least <!-- -->35<!-- --> from education<!-- --> (at least 10 each in systems architecture, technical delivery, and emerging technology; the balance in general engineering)</span><span><i></i>Up to <!-- -->25<!-- --> from giving back</span></div></div></section><section><h2 id="flow">From earning to renewing</h2><p>Five steps, in order.</p><ol><li><b>Earn</b><span>You pass the exam. Your credential goes into the public registry as Certified in Good Standing, and your three years begin.</span></li><li><b>Learn</b><span>Study across systems architecture, technical delivery, emerging technology and general engineering. Each counts as education TDUs.</span></li><li><b>Give back</b><span>Mentor, publish, contribute to open source or speak at a chapter. These count too, up to a limit.</span></li><li><b>Log</b><span>Record each activity as TDUs and submit the log for audit before your cycle ends.</span></li><li><b>Renew</b><span>Pass the audit, pay the renewal fee, and your registry status stays active for another three years.</span></li></ol></section><section><h2 id="counts">What counts as a TDU</h2><p>Two kinds of activity count: learning, and giving back to the profession.</p><div><div><h3>Education</h3><div><span>Systems architecture</span><span>Technical delivery</span><span>Emerging technology, including AI and cloud</span><span>General engineering</span></div></div><div><h3>Giving back</h3><div><span>Open-source contributions</span><span>Mentoring junior engineers</span><span>Writing technical whitepapers</span><span>Speaking at an IICTP chapter</span></div></div></div></section><section><h2 id="status">What it does to your registry record</h2><p>Anyone can check your credential in the public registry. Renewing keeps the status current; missing the deadline changes it.</p><div></div></section><section><h2 id="fees">What renewal costs</h2><div><p><b>Every three years:</b> $49 / ₹2,500 for members, $79 / ₹3,900 for others. Prices are as shown on the ATP, CTP and specialist credential pages. See each credential page for its own fee table.</p></div></section><section><h2 id="open">The rules</h2><div><ul><li><b>Counting.</b> One TDU is one hour of learning or giving back.</li><li><b>Logging.</b> Send your log to <a href="mailto:registry@iictp.org?subject=TDU%20log">registry@iictp.org</a> with each activity, its date and its hours. Keep your evidence (certificates, links, attendance records) for 18 months after the cycle ends.</li><li><b>Audit.</b> One log in ten is picked at random. If yours is picked, you have 30 days to send the evidence.</li><li><b>Late renewal.</b> You have a 90-day grace period after your cycle ends. During it the registry shows your credential as Suspended. After it the credential lapses, and you re-sit the exam to hold it again.</li></ul></div></section><section><h2 id="more">Related</h2><ul><li><a href="/certifications/exam-facts">Exam facts and eligibility</a></li><li><a href="/handbooks/IICTP-ATP-Handbook.pdf">ATP handbook (PDF)</a></li><li><a href="/handbooks/IICTP-CTP-Handbook.pdf">CTP handbook (PDF)</a></li><li><a href="/registry-policy">Registry policy</a></li><li><a href="/verify">Verify a credential</a></li></ul></section></main></div><!--/$-->]]></content:encoded></item><item><title>Certification FAQ: Eligibility, Proctoring, Booking &amp; Prep | IICTP</title><link>https://iictp.org/certifications/faq</link><guid isPermaLink="true">https://iictp.org/certifications/faq</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Everything about getting certified, sitting the exam and keeping your credential, in one place.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p>Certification FAQ</p><h1>Straight answers, from applying to renewing.</h1><p>Everything about getting certified, sitting the exam and keeping your credential, in one place.</p></div></div></section><main><ul><li><a href="#obtaining">Obtaining a credential</a></li><li><a href="#exam">The exam</a></li><li><a href="#maintaining">Maintaining your credential</a></li></ul><section><h2 id="obtaining">Obtaining a credential</h2><p>Choosing a credential, checking you qualify, and booking.</p><div><details><summary>Which credential should I start with?</summary><p>Start with the one that matches your experience. The ATP is for early-career practitioners with 0–2 years in the field. The CTP is for tech leads, engineering managers and senior IT project managers with about 3–7 years. They are peers: neither is a prerequisite for the other.</p><a href="/check-your-experience">Check your eligibility and route</a></details><details><summary>What are the eligibility requirements?</summary><p>ATP: a secondary degree or equivalent, and 23 contact hours of technical education. CTP: a bachelor’s degree and 36 months of technical leadership, or 60 months without a degree. Requirements for the other eight credentials are on the exam facts page.</p><a href="/certifications/exam-facts">Exam facts and eligibility</a></details><details><summary>Do I need work experience for the ATP?</summary><p>No. The ATP has no minimum years on the job. You need the secondary degree or equivalent and the 23 contact hours of technical education.</p></details><details><summary>How are the 23 contact hours of technical education evidenced?</summary><p>Any course, bootcamp, university module or employer training counts. Send a certificate or transcript that shows the provider, the topic and the hours. Training with an Authorized Training Partner is not required.</p><a href="/handbooks/IICTP-ATP-Handbook.pdf">ATP handbook (PDF)</a></details><details><summary>What counts as technical leadership for the CTP?</summary><p>Technical leadership means leading technical work: making design decisions, reviewing others’ work, or being accountable for delivering a team’s work. List each role with its dates and a referee who can confirm it. One application in ten is audited at random.</p></details><details><summary>How do I book an exam?</summary><p>Choose your credential on the site and pay online. You receive a registration ID. Booking is open for the ATP and CTP.</p><a href="/">See the credentials</a></details><details><summary>What does it cost?</summary><p>The founding exam fee is ₹2,499 for the ATP (first 50 seats) and ₹5,499 for the CTP. Later prices are on each credential page. Training fees set by training providers are not included.</p></details><details><summary>Can I get a refund?</summary><p>Reschedule-only. Examination voucher fees are non-refundable once registered. However, candidates can reschedule their exam sitting free of charge up to 24 hours prior to their scheduled exam window.</p></details><details><summary>Do I get a digital badge, and is it free?</summary><p>Yes. Each credential has a badge, and the badge files are free for anyone to download. Showing a badge in public as your own credential is for holders of that credential only, because the badge is an IICTP trademark. Your certificate is sent to you by email when you pass.</p><a href="/certifications/digital-badges">About digital badges</a></details><details><summary>Do I have to be a member?</summary><p>No. Exam fees are listed for members and for non-members, and membership is not a requirement to sit an exam.</p></details></div></section><section><h2 id="exam">The exam</h2><p>What the exam is, how it is scored, and what happens afterwards.</p><div><details><summary>What is the exam like?</summary><p>It is timed, closed book and remotely proctored online. The ATP has 100 multiple-choice questions in 120 minutes. The CTP has 150 scenario-based questions in 180 minutes. Every credential’s format is on the exam facts page.</p><a href="/certifications/exam-facts">Exam facts</a></details><details><summary>What does the exam cover?</summary><p>Every exam draws on the five domains of the TPBOK: Architecture &amp; Systems Design; Engineering Governance &amp; Agile Delivery; Applied AI &amp; Emerging Tech Integration; Infrastructure &amp; Security; and People Leadership in Engineering. The share of questions per domain is published for each credential.</p><a href="/standards/tpbok">Read the TPBOK guide</a></details><details><summary>What is the pass mark?</summary><p>Tiered standard: 65% for foundational (ATP), 70% for CTP and specialty credentials, 75% for executive leadership (PgTP, PfTP). Evaluated via psychometrically calibrated scaled scoring with no negative marking.</p></details><details><summary>What happens if I do not pass?</summary><p>1 re-examination attempt included with your founding examination registration. Candidates who do not pass on their first sitting may schedule their retry after a recommended 14-day study period without paying a re-examination fee.</p></details><details><summary>Can I reschedule?</summary><p>Yes. Reschedule-only. Examination voucher fees are non-refundable once registered. However, candidates can reschedule their exam sitting free of charge up to 24 hours prior to their scheduled exam window. After you book, pick any online exam slot within 12 months. Slots run seven days a week.</p></details><details><summary>When do I get my results?</summary><p>You see a provisional pass or fail on screen when you finish. Your official result, with a rating for each domain, is emailed within 5 working days.</p></details><details><summary>What if I think my result is wrong?</summary><p>Appeal within 30 days of your result or decision, by writing to appeals@iictp.org with your candidate reference. Someone not involved in the original decision reviews it and replies within 30 days. If you disagree with that reply, a panel of the Board of Global Standards gives a final decision.</p></details><details><summary>What are the exam rules?</summary><p>The exam is closed book and remotely proctored. Before you start, you show a government-issued photo ID. Your webcam and screen are recorded; the recording is checked by software, and anything it flags is reviewed by a person. No notes, second screen, phone or AI tools are allowed. To report suspected misconduct, see the impartiality and conduct page.</p><a href="/about/impartiality">Impartiality and conduct</a></details></div></section><section><h2 id="maintaining">Maintaining your credential</h2><p>Keeping it current, renewing, and how others can check it.</p><div><details><summary>How long does a credential last?</summary><p>Three years. To renew you earn Technical Development Units (TDUs), log them, and submit the log for audit. The ATP needs 30 TDUs, the CTP, PgTP and PfTP need 60, most specialist credentials need 45, and the CSTP needs 30.</p><a href="/certifications/maintain">How renewal works</a></details><details><summary>What counts as a TDU?</summary><p>Two kinds of activity count. Education: systems architecture, technical delivery, emerging technology including AI and cloud, and general engineering. Giving back: open-source contributions, mentoring junior engineers, writing technical whitepapers, and speaking at an IICTP chapter.</p></details><details><summary>What does renewal cost?</summary><p>Every three years: $49 / ₹2,500 for members and $79 / ₹3,900 for others, as shown on the ATP, CTP and specialist credential pages.</p></details><details><summary>How do I log my TDUs?</summary><p>One TDU is one hour of learning or giving back. Send your log to registry@iictp.org with each activity, its date and its hours, and keep your evidence for 18 months after the cycle ends. One log in ten is audited at random; if yours is picked, you have 30 days to send the evidence.</p><a href="/certifications/maintain">Renewal page</a></details><details><summary>What happens if I renew late?</summary><p>You have a 90-day grace period after your cycle ends, during which the registry shows your credential as Suspended. After that the credential lapses, and you re-sit the exam to hold it again.</p></details><details><summary>How does an employer check my credential?</summary><p>Anyone can look up a credential ID in the public registry on the verify page. The records shown today are sample records until the first credentials are issued.</p><a href="/verify">Verify a credential</a></details></div></section><p>Still have a question? <a href="/contact">Write to the right desk</a>. IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></main></div><!--/$-->]]></content:encoded></item><item><title>Verifiable Digital Badges &amp; Open Badges 2.0 Standard | IICTP</title><link>https://iictp.org/certifications/digital-badges</link><guid isPermaLink="true">https://iictp.org/certifications/digital-badges</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Every IICTP credential comes with a digital badge you can show on a profile, in an email signature or on a CV. The badge files are free for anyone to download. Showing one as your own credential is for holders only. The registry record behind it proves it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/badges/IICTP-CTP-Badge.svg"/><link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Digital badges</p><h1>Earn it. Share it. Anyone can check it.</h1><p>Every IICTP credential comes with a digital badge you can show on a profile, in an email signature or on a CV. The badge files are free for anyone to download. Showing one as your own credential is for holders only. The registry record behind it proves it.</p><div><a href="#badges">See the badges <span></span></a><a href="#share">How to share yours</a></div></div><div><img src="/badges/IICTP-CTP-Badge.svg" alt="CTP badge: a navy tile with a cut corner, contour arcs and a lime arc, the code CTP, the name Certified Technical Practitioner, the level Practitioner and a verified seal."/><span>Certified Technical Practitioner</span></div></div></div></section><section><div><div><div><p>How it works</p><h2 id="how">From pass to profile.</h2></div><p>Your badge arrives with your certificate, so there is nothing separate to apply for.</p></div><ol><li><b>Earn it</b><span>Pass the exam. Your credential is recorded in the public registry under a unique ID.</span></li><li><b>Receive it</b><span>Your certificate arrives by email, with your badge and the link to your registry record.</span></li><li><b>Share it</b><span>Add it to your profile, your email signature or your CV.</span></li><li><b>Keep it current</b><span>Renew every three years to keep your credential, and your badge, in good standing.</span></li></ol></div></section><section id="badges"><div><div><div><p>The badges</p><h2 id="gal">One for each credential.</h2></div><p>Ten badges, one layout, each in its own colour. Free for anyone to download; to display one as your credential, you must hold it. No credentials have been issued yet, so these are the designs. See each one with its sample certificate in the <a href="/certifications/credentials-book">Credentials Book</a>.</p></div><div><article><a href="/badges/IICTP-ATP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-ATP-Badge.svg" alt="ATP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>ATP®</b><small>Associate Technical Practitioner</small><span><a href="/badges/IICTP-ATP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-ATP-Badge.png" download="">PNG</a><a href="/certifications/atp">Page</a></span></div></article><article><a href="/badges/IICTP-CTP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-CTP-Badge.svg" alt="CTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CTP®</b><small>Certified Technical Practitioner</small><span><a href="/badges/IICTP-CTP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-CTP-Badge.png" download="">PNG</a><a href="/certifications/ctp">Page</a></span></div></article><article><a href="/badges/IICTP-PGTP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-PGTP-Badge.svg" alt="PgTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>PgTP®</b><small>Program Technical Practitioner</small><span><a href="/badges/IICTP-PGTP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-PGTP-Badge.png" download="">PNG</a><a href="/certifications/pgtp">Page</a></span></div></article><article><a href="/badges/IICTP-PFTP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-PFTP-Badge.svg" alt="PfTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>PfTP®</b><small>Portfolio Technical Practitioner</small><span><a href="/badges/IICTP-PFTP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-PFTP-Badge.png" download="">PNG</a><a href="/certifications/pftp">Page</a></span></div></article><article><a href="/badges/IICTP-AIP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-AIP-Badge.svg" alt="AIP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>AIP®</b><small>AI Practitioner</small><span><a href="/badges/IICTP-AIP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-AIP-Badge.png" download="">PNG</a><a href="/certifications/aip">Page</a></span></div></article><article><a href="/badges/IICTP-CAP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-CAP-Badge.svg" alt="CAP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CAP®</b><small>Cloud Architecture Practitioner</small><span><a href="/badges/IICTP-CAP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-CAP-Badge.png" download="">PNG</a><a href="/certifications/cap">Page</a></span></div></article><article><a href="/badges/IICTP-ADP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-ADP-Badge.svg" alt="ADP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>ADP®</b><small>Agile Delivery Practitioner</small><span><a href="/badges/IICTP-ADP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-ADP-Badge.png" download="">PNG</a><a href="/certifications/adp">Page</a></span></div></article><article><a href="/badges/IICTP-IESP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-IESP-Badge.svg" alt="IESP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>IESP®</b><small>IoT &amp; Embedded Systems</small><span><a href="/badges/IICTP-IESP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-IESP-Badge.png" download="">PNG</a><a href="/certifications/iesp">Page</a></span></div></article><article><a href="/badges/IICTP-LLMP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-LLMP-Badge.svg" alt="LLMP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>LLMP®</b><small>Local LLM Practitioner</small><span><a href="/badges/IICTP-LLMP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-LLMP-Badge.png" download="">PNG</a><a href="/certifications/llmp">Page</a></span></div></article><article><a href="/badges/IICTP-CSTP-Badge.svg" target="_blank" rel="noopener"><img src="/badges/IICTP-CSTP-Badge.svg" alt="CSTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CSTP®</b><small>Clean Software Telemetry</small><span><a href="/badges/IICTP-CSTP-Badge.svg" download="">SVG</a><a href="/badges/IICTP-CSTP-Badge.png" download="">PNG</a><a href="/certifications/cstp">Page</a></span></div></article></div></div></section><section id="share"><div><div><div><p>Share your badge</p><h2 id="share-h">Add it to LinkedIn.</h2></div><p>On LinkedIn, choose Add profile section, then Licenses &amp; certifications. It asks for five things, and you will have all of them.</p></div><dl><div><dt>Name</dt><dd>The credential name, for example “Certified Technical Practitioner (CTP)”.</dd></div><div><dt>Issuing organization</dt><dd>IICTP.</dd></div><div><dt>Issue date and expiration date</dt><dd>The dates on your certificate. A credential lasts three years.</dd></div><div><dt>Credential ID</dt><dd>Your IICTP credential ID.</dd></div><div><dt>Credential URL</dt><dd>The link to your registry record, which comes with your certificate.</dd></div></dl></div></section><section><div><div><div><p>Using your badge</p><h2 id="rules">A few simple rules.</h2></div><p>They keep every badge honest. The full rules are in the <a href="/trademarks">trademarks policy</a>.</p></div><div><article><h3><i>✓</i>Do</h3><ul><li>Show a badge in public only for a credential you hold, and only while it is current.</li><li>Link it to your registry record, so anyone can check it.</li><li>Keep its proportions. Leave clear space around it.</li><li>Show it at 40 pixels wide or larger, so the code stays readable.</li></ul></article><article><h3><i>✕</i>Don’t</h3><ul><li>Show a badge as your own credential if you have not earned it. Anyone may download the file, but only holders may display it.</li><li>Change its colours, crop it, rotate it or add effects.</li><li>Keep using it after your credential has lapsed, unless you add the dates.</li><li>Use it to suggest that IICTP endorses a product, employer or course.</li></ul></article></div></div></section><section><div><div><div><p>Verification</p><h2 id="check">Anyone can check a badge.</h2></div><p>A badge is a picture. The registry record is the proof.</p></div><div><div><h3>If you are checking someone</h3><p>Open the <a href="/verify">verify page</a> and enter the credential ID. You will see the holder, the credential, the dates and the status. If there is no record, the badge means nothing.</p></div><div><h3>If you hold a credential</h3><p>You can choose to be left out of name searches. Anyone who enters your exact credential ID will still see your record, so a badge or certificate you share can always be checked.</p></div></div></div></section><section><div><div><div><p>Questions</p><h2 id="faq">About badges.</h2><p>Short answers, including what a badge does not prove.</p></div><div><details><summary>How do I get my badge?</summary><p>Your certificate is sent to you by email when you pass, with your badge and the link to your registry record. No credentials have been issued yet, so no badges have been sent.</p></details><details><summary>Does a badge prove a credential is real?</summary><p>A badge shows that a credential exists. What proves it is the registry record behind it, which anyone can look up by credential ID at the verify page.</p></details><details><summary>Why is nothing personal printed on the badge?</summary><p>The image is the same for everyone who earns that credential, like most professional certification badges. That keeps it clean and readable even when small. Your name, ID, dates and status are on your certificate and registry record.</p></details><details><summary>Can I stay out of the public registry?</summary><p>Yes. You can choose to be left out of name searches. Anyone who searches for your exact credential ID will still see your record, so a certificate or badge you share can always be checked.</p></details><details><summary>What happens to my badge if my credential lapses?</summary><p>The registry record shows the credential as expired, lapsed or withdrawn. Stop using the badge unless you add the dates. See the trademarks policy for the full rule.</p></details><details><summary>Is there a machine-readable version?</summary><p>We are preparing Open Badges files for all ten credentials, so a badge can be read by software as well as by people.</p></details><details><summary>Is the badge free? Can anyone download it?</summary><p>Yes. The badge files are free, and anyone can download them. Showing a badge in public as your own credential is for people who hold that credential only, because the badge is an IICTP trademark. Downloading it does not give you the right to display it.</p></details><details><summary>Who may show a badge?</summary><p>Only the holder of that credential, while it is current. A badge on a profile or CV should link to the holder’s registry record, so anyone can check it.</p></details><details><summary>Which credentials have a badge?</summary><p>All ten: ATP, CTP, PgTP, PfTP and the six specialist credentials.</p></details></div></div></div></section><section><div><p>Check any credential</p><h2>Seen a badge? Check the ID.</h2><div><a href="/verify">Verify a credential <span></span></a><a href="/certifications/faq">Certification FAQ</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>The IICTP Credentials Book: All Ten Credentials, Badges &amp; Sample Certificates | IICTP</title><link>https://iictp.org/certifications/credentials-book</link><guid isPermaLink="true">https://iictp.org/certifications/credentials-book</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>The IICTP Credentials Book shows every credential with its badge and its sample certificate: who it is for, how it is earned, what its exam covers and what a holder receives. Free to download.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/credentials-book/cover.jpg"/><link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Credentials book · Version <!-- -->0.1</p><h1>All ten credentials, in one book.</h1><p>The IICTP Credentials Book shows every credential with its badge and its sample certificate: who it is for, how it is earned, what its exam covers and what a holder receives. Free to download.</p><div><a href="/credentials-book/IICTP-Credentials-Book-v0.1.pdf" download="">Download the book (PDF) <span></span></a><a href="#credentials">See the ten credentials</a></div><p>PDF · <!-- -->50<!-- --> pages · A4 · <!-- -->11 MB<!-- --> · <!-- -->22 October 2026</p></div><a href="/credentials-book/IICTP-Credentials-Book-v0.1.pdf"><img src="/credentials-book/cover.jpg" alt="Cover of the IICTP Credentials Book: the title on a navy page above the ten credential badges." width="340" height="481"/><span>The IICTP Credentials Book</span></a></div></div></section><section><div><div><div><p>Inside the book</p><h2 id="inside">Four parts, one family of credentials.</h2></div><p>Each credential is laid out the same way, so you can compare any two at a glance.</p></div><div><article><small>Part I</small><h3>Understanding the credentials</h3><p>How a credential is earned, what a holder receives, and how to read a certificate and a badge, part by part.</p></article><article><small>Parts II and III</small><h3>Ten credentials, three pages each</h3><p>A title page with the exam facts; a page on eligibility, the exam and the share of questions per domain; and the sample certificate with the badge.</p></article><article><small>Part IV</small><h3>Reference</h3><p>All ten side by side, who can sit each exam, choosing a credential, rules for using your badge, and a glossary.</p></article></div></div></section><section><div><div><div><p>A look inside</p><h2 id="look">The pages, up close.</h2></div><p>Four pages from the book, using the CTP® as the example. Open any to see it larger.</p></div><ul><li><figure><a href="/credentials-book/ctp-title.jpg" target="_blank" rel="noopener"><img src="/credentials-book/ctp-title.jpg" alt="A credential, opened" loading="lazy" decoding="async" width="909" height="1286"/></a><figcaption><b>A credential, opened</b><span>Each credential opens with its badge, a short description and the exam facts.</span></figcaption></figure></li><li><figure><a href="/credentials-book/ctp-facts.jpg" target="_blank" rel="noopener"><img src="/credentials-book/ctp-facts.jpg" alt="The facts page" loading="lazy" decoding="async" width="909" height="1286"/></a><figcaption><b>The facts page</b><span>Who it is for, eligibility, the exam, renewal and the share of questions from each domain.</span></figcaption></figure></li><li><figure><a href="/credentials-book/ctp-certificate.jpg" target="_blank" rel="noopener"><img src="/credentials-book/ctp-certificate.jpg" alt="Certificate and badge" loading="lazy" decoding="async" width="909" height="1286"/></a><figcaption><b>Certificate and badge</b><span>The sample certificate, the badge at three sizes and a sample registry entry.</span></figcaption></figure></li><li><figure><a href="/credentials-book/anatomy-certificate.jpg" target="_blank" rel="noopener"><img src="/credentials-book/anatomy-certificate.jpg" alt="How to read a certificate" loading="lazy" decoding="async" width="909" height="1286"/></a><figcaption><b>How to read a certificate</b><span>Every part of the certificate explained, with the badge explained on the next page.</span></figcaption></figure></li></ul></div></section><section id="credentials"><div><div><div><p>The credentials</p><h2 id="ten">Ten credentials, two tracks.</h2></div><p>The book covers all ten. Each also has its own page and an exam blueprint you can download.</p></div><div><article><a href="/certifications/atp"><img src="/badges/IICTP-ATP-Badge.svg" alt="ATP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>ATP®</b><small>Associate Technical Practitioner</small><em>Open for booking</em><span><a href="/certifications/atp">Page</a><a href="/blueprints/IICTP-ATP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/ctp"><img src="/badges/IICTP-CTP-Badge.svg" alt="CTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CTP®</b><small>Certified Technical Practitioner</small><em>Open for booking</em><span><a href="/certifications/ctp">Page</a><a href="/blueprints/IICTP-CTP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/pgtp"><img src="/badges/IICTP-PGTP-Badge.svg" alt="PgTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>PgTP®</b><small>Program Technical Practitioner</small><em>Planned</em><span><a href="/certifications/pgtp">Page</a><a href="/blueprints/IICTP-PGTP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/pftp"><img src="/badges/IICTP-PFTP-Badge.svg" alt="PfTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>PfTP®</b><small>Portfolio Technical Practitioner</small><em>Planned</em><span><a href="/certifications/pftp">Page</a><a href="/blueprints/IICTP-PFTP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/aip"><img src="/badges/IICTP-AIP-Badge.svg" alt="AIP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>AIP®</b><small>AI Practitioner</small><em>Planned</em><span><a href="/certifications/aip">Page</a><a href="/blueprints/IICTP-AIP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/cap"><img src="/badges/IICTP-CAP-Badge.svg" alt="CAP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CAP®</b><small>Cloud Architecture Practitioner</small><em>Planned</em><span><a href="/certifications/cap">Page</a><a href="/blueprints/IICTP-CAP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/adp"><img src="/badges/IICTP-ADP-Badge.svg" alt="ADP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>ADP®</b><small>Agile Delivery Practitioner</small><em>Planned</em><span><a href="/certifications/adp">Page</a><a href="/blueprints/IICTP-ADP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/iesp"><img src="/badges/IICTP-IESP-Badge.svg" alt="IESP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>IESP®</b><small>IoT &amp; Embedded Systems</small><em>Planned</em><span><a href="/certifications/iesp">Page</a><a href="/blueprints/IICTP-IESP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/llmp"><img src="/badges/IICTP-LLMP-Badge.svg" alt="LLMP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>LLMP®</b><small>Local LLM Practitioner</small><em>Planned</em><span><a href="/certifications/llmp">Page</a><a href="/blueprints/IICTP-LLMP-Exam-Blueprint.pdf">Blueprint</a></span></div></article><article><a href="/certifications/cstp"><img src="/badges/IICTP-CSTP-Badge.svg" alt="CSTP® badge" loading="lazy" decoding="async" width="300" height="300"/></a><div><b>CSTP®</b><small>Clean Software Telemetry</small><em>Planned</em><span><a href="/certifications/cstp">Page</a><a href="/blueprints/IICTP-CSTP-Exam-Blueprint.pdf">Blueprint</a></span></div></article></div></div></section><section><div><div><div><p>Good to know</p><h2 id="samples">Samples, and what IICTP is.</h2></div></div><p><b>Every certificate in the book is a sample.</b> None was issued to a person. IICTP is a new independent credentialing body and is not ISO/IEC 17024 accredited. It does not promise employment, salary or employer recognition.</p></div></section><section><div><div><div><p>Questions</p><h2 id="faq">About the book.</h2><p>Short answers.</p></div><div><details open=""><summary>Is the book free?</summary><p>Yes. The PDF is free to download from this page.</p></details><details><summary>Are the certificates in the book real?</summary><p>No. Every certificate in the book is a sample. It carries the name “Sample Holder” and a number that begins SAMPLE, and it was not issued to any person. To check a real credential, use the verify page.</p></details><details><summary>Which credentials can I take now?</summary><p>ATP® and CTP® are open for booking. PgTP®, PfTP®, AIP®, CAP®, ADP®, IESP®, LLMP®, CSTP® are planned: the credentials are designed and their exam blueprints are published, but the exams are not open yet, and details may change before they open.</p></details><details><summary>Where do the facts in the book come from?</summary><p>From the same data that builds the credential pages and the exam blueprints on this site. If anything differs, the website and the published exam blueprints are authoritative.</p></details><details><summary>Is there a more detailed guide to one credential?</summary><p>Yes. The ATP and CTP each have a handbook that covers eligibility, booking, scoring, fees and renewal in detail.</p></details></div></div></div></section><section><div><p>Next step</p><h2>Read it, then check the exam facts.</h2><div><a href="/credentials-book/IICTP-Credentials-Book-v0.1.pdf" download="">Download the book (PDF) <span></span></a><a href="/certifications/exam-facts">Exam facts &amp; blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>IICTP Blog: Technical Practice, Architecture &amp; Leadership | IICTP</title><link>https://blogs.iictp.org/</link><guid isPermaLink="true">https://blogs.iictp.org/</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Plain-language guides on the knowledge behind the IICTP credentials, and on how they compare with project management credentials. Every claim names its source.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>IICTP blogs</p><h1>Technical practice, explained.</h1><p>Plain-language guides on the knowledge behind the IICTP credentials, and on how they compare with project management credentials. Every claim names its source.</p><div><input type="search" placeholder="Search 64 guides: RAG, Kubernetes, DORA, TPBOK…" value=""/><kbd>/</kbd></div><ul><li>Popular:</li><li></li><li></li><li></li><li></li><li></li><li></li></ul></div><aside><dl><div><dt>Guides</dt><dd>64</dd></div><div><dt>Topics</dt><dd>10</dd></div><div><dt>Cost</dt><dd>Free</dd></div></dl><p>Start here</p><ul><li><a href="/what-is-tpbok">What is the TPBOK?</a></li><li><a href="/technical-practitioner-career-path">The technical practitioner career path</a></li><li><a href="/run-an-llm-on-your-own-server">Run an LLM on your own server</a></li><li><a href="/rss/blog-posts.xml">RSS feed</a></li></ul></aside></div></div></section><main><section><div><ul><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li><li></li></ul><p>64 posts, newest first</p><a href="/iictp-and-pmi-two-credentials-two-jobs"><div><div><span>IICTP vs PMI</span></div><h2>IICTP and PMI: two credentials for two different jobs</h2><span>COMPARISON<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><span>Featured · <!-- -->IICTP and PMI</span><p>People often ask how IICTP compares with PMI. The honest answer is that they certify different things. PMI certifies project management. IICTP certifies technical practice. Whether one is better for you depends on the decisions y…</p><span><span>21 October 2026</span><span>7<!-- --> min read</span></span><span>Read the post <span><span></span></span></span></div></a><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? 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Running a model on inf…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/local-llm-vs-cloud-ai-cost-privacy-latency"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Local LLM vs cloud AI: cost, privacy and latency compared</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>The honest answer to “local or cloud?” is a comparison you do with your own numbers. 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Match the hardware to the m…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/local-rag-private-document-search"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>RAG on a local LLM: private document search that never leaves your building</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>Combine retrieval with a locally hosted model and you can answer questions from sensitive documents without sending them anywhere…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/edge-ai-inference-slms-on-devices"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Edge AI inference: small models on devices, offline and in real time</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>Edge inference runs a model on or near the device that produces the data: a phone, a gateway, a vehicle, a factory machine. It cu…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p>Prefer a feed reader? <a href="/rss/blog-posts.xml">Subscribe to the blog RSS feed</a>.</p></div></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Architecture and Systems Design: Decisions That Are Expensive to Undo | IICTP</title><link>https://blogs.iictp.org/architecture-decisions-expensive-to-undo</link><guid isPermaLink="true">https://blogs.iictp.org/architecture-decisions-expensive-to-undo</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which parts must agree with each other in real time. This is the first of five TPBOK domains, Architecture &amp; Systems Design, and it is about making those choices well.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->TPBOK domains</p><div><span>Domain 1</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>Architecture decisions are the ones that are expensive to undo</h1><p><span>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which parts must agree with each other in real time. This is the first of five TPBOK domains, Architecture &amp; Systems Design, and it is about making those choices well.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#hide-the-decisions-most-likely-to-change">Hide the decisions most likely to change</a></li><li><a href="#separate-essential-complexity-from-accidental-complexity">Separate essential complexity from accidental complexity</a></li><li><a href="#your-system-will-look-like-your-organisation">Your system will look like your organisation</a></li><li><a href="#distributed-systems-force-trade-offs-you-cannot-avoid">Distributed systems force trade-offs you cannot avoid</a></li><li><a href="#a-short-checklist-before-you-split-a-system">A short checklist before you split a system</a></li><li><a href="#how-this-appears-in-iictp-exams">How this appears in IICTP exams</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#hide-the-decisions-most-likely-to-change">Hide the decisions most likely to change</a></li><li><a href="#separate-essential-complexity-from-accidental-complexity">Separate essential complexity from accidental complexity</a></li><li><a href="#your-system-will-look-like-your-organisation">Your system will look like your organisation</a></li><li><a href="#distributed-systems-force-trade-offs-you-cannot-avoid">Distributed systems force trade-offs you cannot avoid</a></li><li><a href="#a-short-checklist-before-you-split-a-system">A short checklist before you split a system</a></li><li><a href="#how-this-appears-in-iictp-exams">How this appears in IICTP exams</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="hide-the-decisions-most-likely-to-change">Hide the decisions most likely to change</h2><p><span>In 1972 David Parnas argued that the way to divide a system into modules is not by the steps of a process but by the design decisions each module hides. If a decision is likely to change, such as a data format or a vendor, only one module should know about it. When that decision changes, one module changes, not forty.</span></p><p><span>This is still the best test of a boundary. Ask of any proposed split: what is hidden behind it, and how likely is that thing to change?</span></p><h2 id="separate-essential-complexity-from-accidental-complexity">Separate essential complexity from accidental complexity</h2><p><span>Fred Brooks, in “No Silver Bullet”, separated the difficulty that comes from the problem itself (essential) from the difficulty we add through our tools and choices (accidental). Better tools can remove accidental complexity. Nothing removes the essential kind, so a practitioner’s job is to avoid adding to it. A design that needs three services, two queues and a cache to do what one function could do has added accidental complexity.</span></p><h2 id="your-system-will-look-like-your-organisation">Your system will look like your organisation</h2><p><span>Melvin Conway observed in 1968 that organisations design systems that mirror their own communication structure. If three teams must agree on every change, you will end up with three tightly bound components. Practitioners use this deliberately: change the team boundaries first if you want different system boundaries.</span></p><h2 id="distributed-systems-force-trade-offs-you-cannot-avoid">Distributed systems force trade-offs you cannot avoid</h2><p><span>When a network can fail, a system cannot be both fully consistent and fully available. Eric Brewer put this forward as a conjecture, and Seth Gilbert and Nancy Lynch proved a formal version in 2002. The practical lesson is not to memorise the theorem. It is to decide, per feature, which you would rather give up under failure, and to say so in writing.</span></p><h2 id="a-short-checklist-before-you-split-a-system">A short checklist before you split a system</h2><ol><li><span>What decision does this boundary hide, and how likely is it to change?</span></li><li><span>Which team owns each side, and can they release independently?</span></li><li><span>What happens to each side when the other is down?</span></li><li><span>What will it cost to run, monitor and debug as two things instead of one?</span></li><li><span>How would we undo this in a year if we were wrong?</span></li></ol><aside><span>Anti-pattern to watch for: the distributed monolith. The system is split into services, but they must all be deployed together and call each other in long synchronous chains. You pay the cost of distribution and keep the coupling.</span></aside><h2 id="how-this-appears-in-iictp-exams">How this appears in IICTP exams</h2><p><span>Architecture &amp; Systems Design carries 30% of the CTP exam and 24% of the ATP exam. The ATP asks whether you can read a baseline architecture and see how its parts depend on each other. The CTP gives scenarios, such as whether and how to split a system under load, and asks for the best decision, not a perfect one. See the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> for every credential’s share.</span></p><p><span>Record your decisions as you make them. A short written note, with the options you rejected, is worth more than a diagram nobody updates.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Brooks, F. P. (1987). “No Silver Bullet: Essence and Accidents of Software Engineering.” IEEE Computer 20(4).</li><li>Conway, M. E. (1968). “How Do Committees Invent?” Datamation 14(4).</li><li>Evans, E. (2003). Domain-Driven Design. Addison-Wesley.</li><li>Gilbert, S. and Lynch, N. (2002). “Brewer’s Conjecture and the Feasibility of Consistent, Available, Partition-Tolerant Web Services.” ACM SIGACT News 33(2).</li><li>Nygard, M. (2011). “Documenting Architecture Decisions.” Cognitect blog.</li><li>Parnas, D. L. (1972). “On the Criteria To Be Used in Decomposing Systems into Modules.” Communications of the ACM 15(12).</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/speed-and-stability-engineering-governance"><div><div><span>TPBOK</span></div><h3>Speed and stability are not a trade-off: the case for small batches</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engin…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/applied-ai-verify-what-the-machine-produces"><div><div><span>TPBOK</span></div><h3>Applied AI: use it where it helps, and verify what it produces</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skil…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/design-for-the-failure-you-will-have"><div><div><span>TPBOK</span></div><h3>Infrastructure and security: design for the failure you will have</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Systems fail, and credentials leak, and people make mistakes. The fourth TPBOK domain, Infrastructure &amp; Security, starts from tha…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Engineering Governance and Agile Delivery: Speed and Stability Together | IICTP</title><link>https://blogs.iictp.org/speed-and-stability-engineering-governance</link><guid isPermaLink="true">https://blogs.iictp.org/speed-and-stability-engineering-governance</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engineering Governance &amp; Agile Delivery, points the other way: the practices that make delivery fast, mainly small changes and automated checks, are the same ones that make it </description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->TPBOK domains</p><div><span>Domain 2</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>Speed and stability are not a trade-off: the case for small batches</h1><p><span>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engineering Governance &amp; Agile Delivery, points the other way: the practices that make delivery fast, mainly small changes and automated checks, are the same ones that make it stable.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-four-measures-that-matter">The four measures that matter</a></li><li><a href="#why-small-batches-work">Why small batches work</a></li><li><a href="#waterfall-was-never-the-plan">Waterfall was never the plan</a></li><li><a href="#define-done-so-a-reviewer-can-check-it">Define “done” so a reviewer can check it</a></li><li><a href="#anti-patterns">Anti-patterns</a></li><li><a href="#what-to-do-on-monday">What to do on Monday</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-four-measures-that-matter">The four measures that matter</a></li><li><a href="#why-small-batches-work">Why small batches work</a></li><li><a href="#waterfall-was-never-the-plan">Waterfall was never the plan</a></li><li><a href="#define-done-so-a-reviewer-can-check-it">Define “done” so a reviewer can check it</a></li><li><a href="#anti-patterns">Anti-patterns</a></li><li><a href="#what-to-do-on-monday">What to do on Monday</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-four-measures-that-matter">The four measures that matter</h2><p><span>The DORA research programme, summarised by Nicole Forsgren, Jez Humble and Gene Kim in Accelerate (2018), found that delivery performance can be described by four measures: how often you deploy, how long a change takes from commit to production (lead time), how often a change fails, and how quickly you recover when one does. The first two measure speed. The last two measure stability. In their data, the same teams tended to do well on both.</span></p><ul><li><span></span><strong>Deployment frequency.</strong><span> How often you release to production.</span></li><li><span></span><strong>Lead time for changes.</strong><span> From code committed to code running.</span></li><li><span></span><strong>Change failure rate.</strong><span> The share of changes that cause a failure needing a fix.</span></li><li><span></span><strong>Time to restore service.</strong><span> How long recovery takes.</span></li></ul><h2 id="why-small-batches-work">Why small batches work</h2><p><span>A large change is hard to review, hard to test and hard to undo. When it fails, you do not know which part failed. A small change fails in a way you can see and fix quickly. There is also arithmetic behind this. Little’s Law, proved by John Little in 1961, says that the average time work spends in a system equals the amount of work in progress divided by the rate at which it finishes.</span></p><aside><span>Example with made-up numbers: a team has 20 items in progress and finishes 5 a week. Average time in the system is 20 ÷ 5 = 4 weeks. Cut work in progress to 10 and, at the same finishing rate, it falls to 2 weeks. You did not work faster. You stopped starting so much.</span></aside><h2 id="waterfall-was-never-the-plan">Waterfall was never the plan</h2><p><span>Winston Royce’s 1970 paper is often cited as the origin of the strict sequential “waterfall”. Read it and you find the opposite: he warned that a single sequential pass is risky and recommended building a pilot first so the hard problems appear early. The lesson is to find risk early, not to follow phases in order.</span></p><h2 id="define-done-so-a-reviewer-can-check-it">Define “done” so a reviewer can check it</h2><p><span>A good quality bar is binary. Tests pass, the change is reviewed, security checks have run, the feature can be switched off. If “done” depends on someone’s feeling, it will drift under pressure. Automating the bar, in a pipeline that blocks release when a check fails, replaces a meeting with a rule.</span></p><h2 id="anti-patterns">Anti-patterns</h2><ul><li><span></span><strong>Water-Scrum-Fall.</strong><span> Sprints in the middle, but requirements are fixed up front and release is a separate big event at the end.</span></li><li><span></span><strong>Velocity inflation.</strong><span> Points are used to compare teams, so they inflate, and the number stops meaning anything.</span></li><li><span></span><strong>Long-lived branches.</strong><span> Integration is deferred until it hurts.</span></li></ul><h2 id="what-to-do-on-monday">What to do on Monday</h2><ol><li><span>Measure your lead time for the last 20 changes. Do not guess.</span></li><li><span>Limit work in progress so that finishing matters more than starting.</span></li><li><span>Pick one manual gate and automate it.</span></li></ol><p><span>Engineering Governance &amp; Agile Delivery is 28% of the ATP exam and 24% of the CTP exam. The specialist </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner (ADP)</a><span> goes deepest. See </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span>.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Forsgren, N., Humble, J. and Kim, G. (2018). Accelerate. IT Revolution Press.</li><li>Humble, J. and Farley, D. (2010). Continuous Delivery. Addison-Wesley.</li><li>Little, J. D. C. (1961). “A Proof for the Queuing Formula: L = λW.” Operations Research 9(3).</li><li>Royce, W. W. (1970). “Managing the Development of Large Software Systems.” Proceedings of IEEE WESCON.</li><li>Takeuchi, H. and Nonaka, I. (1986). “The New New Product Development Game.” Harvard Business Review 64(1).</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/architecture-decisions-expensive-to-undo"><div><div><span>TPBOK</span></div><h3>Architecture decisions are the ones that are expensive to undo</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/applied-ai-verify-what-the-machine-produces"><div><div><span>TPBOK</span></div><h3>Applied AI: use it where it helps, and verify what it produces</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skil…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/design-for-the-failure-you-will-have"><div><div><span>TPBOK</span></div><h3>Infrastructure and security: design for the failure you will have</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Systems fail, and credentials leak, and people make mistakes. The fourth TPBOK domain, Infrastructure &amp; Security, starts from tha…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Applied AI and Emerging Tech Integration: A Practitioner’s View | IICTP</title><link>https://blogs.iictp.org/applied-ai-verify-what-the-machine-produces</link><guid isPermaLink="true">https://blogs.iictp.org/applied-ai-verify-what-the-machine-produces</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skill: deciding where a probabilistic tool belongs in a system that must behave predictably, and how to check its output before anyone relies on it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->TPBOK domains</p><div><span>Domain 3</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>Applied AI: use it where it helps, and verify what it produces</h1><p><span>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skill: deciding where a probabilistic tool belongs in a system that must behave predictably, and how to check its output before anyone relies on it.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-core-problem-output-is-probable-not-guaranteed">The core problem: output is probable, not guaranteed</a></li><li><a href="#where-to-start-low-risk-reversible-checkable">Where to start: low-risk, reversible, checkable</a></li><li><a href="#checks-that-belong-before-anything-merges">Checks that belong before anything merges</a></li><li><a href="#designing-systems-that-include-a-model">Designing systems that include a model</a></li><li><a href="#follow-the-published-frameworks">Follow the published frameworks</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-core-problem-output-is-probable-not-guaranteed">The core problem: output is probable, not guaranteed</a></li><li><a href="#where-to-start-low-risk-reversible-checkable">Where to start: low-risk, reversible, checkable</a></li><li><a href="#checks-that-belong-before-anything-merges">Checks that belong before anything merges</a></li><li><a href="#designing-systems-that-include-a-model">Designing systems that include a model</a></li><li><a href="#follow-the-published-frameworks">Follow the published frameworks</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-core-problem-output-is-probable-not-guaranteed">The core problem: output is probable, not guaranteed</h2><p><span>A traditional function returns the same answer for the same input. A language model returns a likely answer. That is useful, and it means the cost of verification moves to the user. Brooks’s point that the hard part of software is its essential complexity applies here too: AI can draft code quickly, but someone still has to decide whether the code is right.</span></p><h2 id="where-to-start-low-risk-reversible-checkable">Where to start: low-risk, reversible, checkable</h2><p><span>A practitioner’s first question is not “can AI do this?” but “what happens if it is wrong, and how will we know?” Good first uses have three properties: a mistake is cheap, a mistake is visible, and a person or a test can check the result.</span></p><ul><li><span>Drafting tests, documentation or boilerplate that a reviewer will read.</span></li><li><span>Searching and summarising internal material, with sources shown.</span></li><li><span>Suggesting changes in a pull request that still needs human approval.</span></li></ul><h2 id="checks-that-belong-before-anything-merges">Checks that belong before anything merges</h2><ul><li><span>Automated tests that fail when behaviour changes, so generated code is held to the same bar as human code.</span></li><li><span>Human review of anything touching security, money or personal data.</span></li><li><span>Secrets and personal data kept out of prompts and out of generated code.</span></li><li><span>A record of which output came from a tool, so problems can be traced.</span></li></ul><h2 id="designing-systems-that-include-a-model">Designing systems that include a model</h2><p><span>When a product calls a model, treat it as an unreliable component. Retrieval-augmented generation, introduced by Patrick Lewis and colleagues in 2020, grounds answers in documents you control. It helps, but it adds its own parts that can fail: how documents are split, how they are ranked, and whether the answer is faithful to the source. Test each part. Measure answers against a fixed set of questions so you can see whether a change made things better or worse.</span></p><ul><li><span></span><strong>Cost and rate limits.</strong><span> Put limits and fallbacks around every call.</span></li><li><span></span><strong>Data privacy.</strong><span> Decide what may leave your boundary before you integrate.</span></li><li><span></span><strong>Observability.</strong><span> Log inputs, outputs and decisions so you can investigate an odd answer.</span></li></ul><aside><span>Anti-patterns: merging generated code without review; chaining prompts with no validation between steps; dumping every document into a vector store with no structure and hoping retrieval sorts it out.</span></aside><h2 id="follow-the-published-frameworks">Follow the published frameworks</h2><p><span>You do not have to invent your own risk language. The NIST AI Risk Management Framework and the OWASP list of risks for applications built on language models are public, maintained, and a good starting vocabulary. For evidence on how AI changes delivery performance, read the latest DORA reports directly rather than relying on summaries.</span></p><p><span>Applied AI &amp; Emerging Tech Integration is 16% of the ATP exam and 18% of the CTP exam, and the largest share (36%) of the specialist </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner (AIP)</a><span> exam. See </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span>.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Brooks, F. P. (1987). “No Silver Bullet: Essence and Accidents of Software Engineering.” IEEE Computer 20(4).</li><li>Lewis, P. et al. (2020). “Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.” Advances in Neural Information Processing Systems 33.</li><li>National Institute of Standards and Technology (2023). Artificial Intelligence Risk Management Framework (AI RMF 1.0), NIST AI 100-1.</li><li>OWASP Foundation. OWASP Top 10 for Large Language Model Applications.</li><li>DORA (Google Cloud). Accelerate State of DevOps reports, published annually.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/architecture-decisions-expensive-to-undo"><div><div><span>TPBOK</span></div><h3>Architecture decisions are the ones that are expensive to undo</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/speed-and-stability-engineering-governance"><div><div><span>TPBOK</span></div><h3>Speed and stability are not a trade-off: the case for small batches</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engin…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/design-for-the-failure-you-will-have"><div><div><span>TPBOK</span></div><h3>Infrastructure and security: design for the failure you will have</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Systems fail, and credentials leak, and people make mistakes. The fourth TPBOK domain, Infrastructure &amp; Security, starts from tha…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Infrastructure and Security: Designing for Failure | IICTP</title><link>https://blogs.iictp.org/design-for-the-failure-you-will-have</link><guid isPermaLink="true">https://blogs.iictp.org/design-for-the-failure-you-will-have</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Systems fail, and credentials leak, and people make mistakes. The fourth TPBOK domain, Infrastructure &amp; Security, starts from that fact. The goal is not a system that never breaks, but one where a break is small, visible and quick to recover from.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->TPBOK domains</p><div><span>Domain 4</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>Infrastructure and security: design for the failure you will have</h1><p><span>Systems fail, and credentials leak, and people make mistakes. The fourth TPBOK domain, Infrastructure &amp; Security, starts from that fact. The goal is not a system that never breaks, but one where a break is small, visible and quick to recover from.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#old-principles-still-the-right-ones">Old principles, still the right ones</a></li><li><a href="#limit-the-blast-radius">Limit the blast radius</a></li><li><a href="#measure-reliability-and-spend-it-deliberately">Measure reliability and spend it deliberately</a></li><li><a href="#you-cannot-fix-what-you-cannot-see">You cannot fix what you cannot see</a></li><li><a href="#practise-recovery-before-you-need-it">Practise recovery before you need it</a></li><li><a href="#after-the-incident">After the incident</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#old-principles-still-the-right-ones">Old principles, still the right ones</a></li><li><a href="#limit-the-blast-radius">Limit the blast radius</a></li><li><a href="#measure-reliability-and-spend-it-deliberately">Measure reliability and spend it deliberately</a></li><li><a href="#you-cannot-fix-what-you-cannot-see">You cannot fix what you cannot see</a></li><li><a href="#practise-recovery-before-you-need-it">Practise recovery before you need it</a></li><li><a href="#after-the-incident">After the incident</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="old-principles-still-the-right-ones">Old principles, still the right ones</h2><p><span>In 1975 Jerome Saltzer and Michael Schroeder set out design principles for protecting information. Most of them still read as practical advice today.</span></p><ul><li><span></span><strong>Least privilege.</strong><span> Give every person and program only the access it needs.</span></li><li><span></span><strong>Fail-safe defaults.</strong><span> Access is denied unless explicitly granted.</span></li><li><span></span><strong>Complete mediation.</strong><span> Check every access, every time.</span></li><li><span></span><strong>Economy of mechanism.</strong><span> Simpler designs are easier to verify.</span></li><li><span></span><strong>Open design.</strong><span> Security should not depend on the design being secret.</span></li><li><span></span><strong>Separation of privilege.</strong><span> Sensitive actions need more than one condition.</span></li></ul><p><span>Zero trust, now described in NIST SP 800-207, is these ideas applied to modern networks: do not trust a request because of where it comes from, verify it.</span></p><h2 id="limit-the-blast-radius">Limit the blast radius</h2><p><span>Assume something will go wrong and decide in advance how far the damage can spread. Separate environments, narrow credentials that expire, and isolated components mean one failure stays one failure. Infrastructure defined as code and kept in version control makes environments reproducible, so you can rebuild instead of repair.</span></p><h2 id="measure-reliability-and-spend-it-deliberately">Measure reliability and spend it deliberately</h2><p><span>The Site Reliability Engineering practice from Google describes service level objectives, a target for how reliable a service should be, and the error budget, the amount of unreliability you can afford before you stop shipping new features. It turns an argument about risk into a number both product and engineering can see.</span></p><aside><span>Recovery speed often matters more than avoiding every failure. Mean time to restore is something a team can improve every month. Failure-free operation is not.</span></aside><h2 id="you-cannot-fix-what-you-cannot-see">You cannot fix what you cannot see</h2><p><span>Observability rests on three kinds of signal: metrics that show trends, logs that record events, and traces that follow a request across services. Together they let you ask a question you did not plan for when an incident starts.</span></p><h2 id="practise-recovery-before-you-need-it">Practise recovery before you need it</h2><ul><li><span>Write down how much data you can afford to lose (recovery point objective) and how long you can be down (recovery time objective).</span></li><li><span>Test restores from backup. A backup you have never restored is a hope.</span></li><li><span>Run a game day: break something in a safe environment and watch how the team responds.</span></li></ul><h2 id="after-the-incident">After the incident</h2><p><span>Hold a review that asks what in the system made the mistake easy, not who made it. Record what you will change, assign an owner, and follow up.</span></p><p><span>Infrastructure &amp; Security is 20% of the ATP exam and 18% of the CTP exam. The specialist </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner (CAP)</a><span> and </span><a href="https://www.iictp.org/certifications/iesp">IoT and Embedded Systems (IESP)</a><span> exams give it 34% and 30%. See </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span>.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Beyer, B., Jones, C., Petoff, J. and Murphy, N. R. (eds.) (2016). Site Reliability Engineering. O’Reilly Media.</li><li>Rose, S., Borchert, O., Mitchell, S. and Connelly, S. (2020). Zero Trust Architecture. NIST Special Publication 800-207.</li><li>Saltzer, J. H. and Schroeder, M. D. (1975). “The Protection of Information in Computer Systems.” Proceedings of the IEEE 63(9).</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/architecture-decisions-expensive-to-undo"><div><div><span>TPBOK</span></div><h3>Architecture decisions are the ones that are expensive to undo</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/speed-and-stability-engineering-governance"><div><div><span>TPBOK</span></div><h3>Speed and stability are not a trade-off: the case for small batches</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engin…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/applied-ai-verify-what-the-machine-produces"><div><div><span>TPBOK</span></div><h3>Applied AI: use it where it helps, and verify what it produces</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skil…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>People Leadership in Engineering: How Structure Shapes Behaviour | IICTP</title><link>https://blogs.iictp.org/structure-shapes-behaviour-engineering-leadership</link><guid isPermaLink="true">https://blogs.iictp.org/structure-shapes-behaviour-engineering-leadership</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The fifth TPBOK domain, People Leadership in Engineering, can sound soft. It is not. It covers how team structure, incentives and learning habits decide whether good engineers produce good systems. Most of its ideas come from research, not opinion.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->TPBOK domains</p><div><span>Domain 5</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>People leadership in engineering: structure shapes behaviour</h1><p><span>The fifth TPBOK domain, People Leadership in Engineering, can sound soft. It is not. It covers how team structure, incentives and learning habits decide whether good engineers produce good systems. Most of its ideas come from research, not opinion.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#look-at-the-system-before-the-person">Look at the system before the person</a></li><li><a href="#cognitive-load-is-a-real-constraint">Cognitive load is a real constraint</a></li><li><a href="#structure-comes-first-and-it-shows-up-in-the-code">Structure comes first, and it shows up in the code</a></li><li><a href="#find-the-constraint">Find the constraint</a></li><li><a href="#safety-is-how-teams-learn">Safety is how teams learn</a></li><li><a href="#how-to-run-a-blameless-review">How to run a blameless review</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#look-at-the-system-before-the-person">Look at the system before the person</a></li><li><a href="#cognitive-load-is-a-real-constraint">Cognitive load is a real constraint</a></li><li><a href="#structure-comes-first-and-it-shows-up-in-the-code">Structure comes first, and it shows up in the code</a></li><li><a href="#find-the-constraint">Find the constraint</a></li><li><a href="#safety-is-how-teams-learn">Safety is how teams learn</a></li><li><a href="#how-to-run-a-blameless-review">How to run a blameless review</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="look-at-the-system-before-the-person">Look at the system before the person</h2><p><span>W. Edwards Deming argued that most failures come from the way work is organised, not from the people doing it. His often-cited estimate puts the large majority of problems on the system and management, and a small remainder on individual causes. You do not need the exact figure to use the idea: when the same mistake keeps happening to different people, the system is the thing to change.</span></p><h2 id="cognitive-load-is-a-real-constraint">Cognitive load is a real constraint</h2><p><span>A team can only hold so much in its head. Matthew Skelton and Manuel Pais, in Team Topologies, treat cognitive load as the limit that decides how much a team can own well. Their answer is to design teams around the work: teams that own a flow of value end to end, platform teams that make that easier, and enabling teams that help others learn. If a team owns too many things, quality drops, however good the people are.</span></p><h2 id="structure-comes-first-and-it-shows-up-in-the-code">Structure comes first, and it shows up in the code</h2><p><span>Conway’s observation that systems mirror the communication structure of the organisation that builds them is a leadership tool. If two teams keep blocking each other, look at ownership and boundaries before blaming individuals. Moving a boundary can remove a recurring conflict that no amount of coaching would.</span></p><h2 id="find-the-constraint">Find the constraint</h2><p><span>Eliyahu Goldratt’s Theory of Constraints says a system’s output is limited by its slowest step. Improving anything else does not help. In engineering the constraint is often review, testing, release approval or a single overloaded expert. Map the flow of work, find where it waits, and fix that first.</span></p><h2 id="safety-is-how-teams-learn">Safety is how teams learn</h2><p><span>Amy Edmondson’s 1999 study of work teams found that psychological safety, the belief that you will not be punished for speaking up, was linked to how much teams learned from their mistakes. Ron Westrum described a spectrum of organisational cultures, from pathological to generative, and the DORA research has linked generative, high-trust cultures to better delivery performance. In practice this means treating incidents as information.</span></p><h2 id="how-to-run-a-blameless-review">How to run a blameless review</h2><ol><li><span>Write the timeline from what people knew at the time, not from what we know now.</span></li><li><span>Ask how the system made the mistake easy, and what would have made it hard.</span></li><li><span>List changes, each with an owner and a date.</span></li><li><span>Share the write-up widely, so other teams can learn from it.</span></li><li><span>Check back that the changes happened.</span></li></ol><aside><span>Anti-patterns: a hero who is the only person who knows how things work; punishing individuals for system failures; a team measured on tickets closed rather than outcomes delivered.</span></aside><p><span>People Leadership in Engineering is 12% of the ATP exam and 10% of the CTP exam, and 15 to 20% of the PgTP and PfTP exams, where leaders work across teams. See </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span>.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Deming, W. E. (1986). Out of the Crisis. MIT Center for Advanced Engineering Study.</li><li>Edmondson, A. (1999). “Psychological Safety and Learning Behavior in Work Teams.” Administrative Science Quarterly 44(2).</li><li>Goldratt, E. M. and Cox, J. (1984). The Goal. North River Press.</li><li>Skelton, M. and Pais, M. (2019). Team Topologies. IT Revolution Press.</li><li>Westrum, R. (2004). “A Typology of Organisational Cultures.” Quality and Safety in Health Care 13(Suppl 2).</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/architecture-decisions-expensive-to-undo"><div><div><span>TPBOK</span></div><h3>Architecture decisions are the ones that are expensive to undo</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Most engineering choices can be reversed in an afternoon. A few cannot: how a system is divided, where its data lives, and which…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/speed-and-stability-engineering-governance"><div><div><span>TPBOK</span></div><h3>Speed and stability are not a trade-off: the case for small batches</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>Many teams believe they must choose between shipping fast and shipping safely. The research behind the second TPBOK domain, Engin…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/applied-ai-verify-what-the-machine-produces"><div><div><span>TPBOK</span></div><h3>Applied AI: use it where it helps, and verify what it produces</h3><span>TPBOK DOMAIN<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The third TPBOK domain, Applied AI &amp; Emerging Tech Integration, is not about knowing the newest model. It is about a durable skil…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>IICTP vs PMI: What Each Credential Is Actually For | IICTP</title><link>https://blogs.iictp.org/iictp-and-pmi-two-credentials-two-jobs</link><guid isPermaLink="true">https://blogs.iictp.org/iictp-and-pmi-two-credentials-two-jobs</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>People often ask how IICTP compares with PMI. The honest answer is that they certify different things. PMI certifies project management. IICTP certifies technical practice. Whether one is better for you depends on the decisions your job asks you to make. Here is a fair look at both, including where </description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->IICTP and PMI</p><div><span>IICTP vs PMI</span><span>21 October 2026</span><span>7<!-- --> min read</span></div><h1>IICTP and PMI: two credentials for two different jobs</h1><p><span>People often ask how IICTP compares with PMI. The honest answer is that they certify different things. PMI certifies project management. IICTP certifies technical practice. Whether one is better for you depends on the decisions your job asks you to make. Here is a fair look at both, including where PMI is clearly ahead.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-pmi-certifies">What PMI certifies</a></li><li><a href="#what-iictp-certifies">What IICTP certifies</a></li><li><a href="#side-by-side">Side by side</a></li><li><a href="#where-pmi-is-ahead">Where PMI is ahead</a></li><li><a href="#where-iictp-s-approach-fits-technical-people-better">Where IICTP’s approach fits technical people better</a></li><li><a href="#you-may-want-both">You may want both</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-pmi-certifies">What PMI certifies</a></li><li><a href="#what-iictp-certifies">What IICTP certifies</a></li><li><a href="#side-by-side">Side by side</a></li><li><a href="#where-pmi-is-ahead">Where PMI is ahead</a></li><li><a href="#where-iictp-s-approach-fits-technical-people-better">Where IICTP’s approach fits technical people better</a></li><li><a href="#you-may-want-both">You may want both</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><aside><span>PMI facts in this post were read on pmi.org on 20 October 2026 and may have changed since. PMI®, PMP®, CAPM® and PMI-ACP® are marks of Project Management Institute, Inc. IICTP is not affiliated with or endorsed by PMI.</span></aside><h2 id="what-pmi-certifies">What PMI certifies</h2><p><span>The Project Management Institute is a long-established body for project management. On its certifications page (read 20 October 2026) it lists four core credentials, CAPM, PMP, PgMP and PfMP, and a set of specialised ones, including PMI-ACP for agile, PMI-RMP for risk, PMI-PBA for business analysis, PMI-SP for scheduling, PMI-PMOCP for project management offices, PMI-CP for construction, CSPP for sustainability and PMI-CPMAI for managing AI projects. PMI says it has 1.7 million or more certification holders worldwide and has led the field since 1969.</span></p><p><span>PMI describes the PMP as demonstrating the ability to lead projects without being tied to any one methodology, industry or geography. That is a credential about running projects: people, processes and business priorities.</span></p><h2 id="what-iictp-certifies">What IICTP certifies</h2><p><span>IICTP certifies technical practice, meaning the decisions engineers and technical leaders make about systems. Its body of knowledge, the </span><a href="https://www.iictp.org/standards/tpbok">TPBOK</a><span>, has five domains: Architecture &amp; Systems Design; Engineering Governance &amp; Agile Delivery; Applied AI &amp; Emerging Tech Integration; Infrastructure &amp; Security; and People Leadership in Engineering. There are ten credentials, from the entry-level </span><a href="https://www.iictp.org/certifications/atp">ATP</a><span> and the flagship </span><a href="https://www.iictp.org/certifications/ctp">CTP</a><span> to program and portfolio levels and six specialist credentials.</span></p><h2 id="side-by-side">Side by side</h2><figure><div><table><thead><tr><th scope="col"></th><th scope="col">PMI</th><th scope="col">IICTP</th></tr></thead><tbody><tr><th scope="row"><span>Main subject</span></th><td><span>Managing projects, programs and portfolios</span></td><td><span>Technical decisions: architecture, delivery, AI, infrastructure, security, engineering leadership</span></td></tr><tr><th scope="row"><span>The question it answers</span></th><td><span>Will this work be delivered within scope, time and budget?</span></td><td><span>What is the best technical decision here, and who does it affect?</span></td></tr><tr><th scope="row"><span>Typical holder</span></th><td><span>Project managers, program managers, PMO staff, and others who manage delivery</span></td><td><span>Developers, tech leads, engineering managers, architects, technical program managers</span></td></tr><tr><th scope="row"><span>Exam content</span></th><td><span>Project management knowledge across people, process and business environment (per the PMP page)</span></td><td><span>Scenario-based technical judgement across the five TPBOK domains</span></td></tr><tr><th scope="row"><span>Track record</span></th><td><span>Since 1969, with 1.7M+ holders (PMI’s figures)</span></td><td><span>New in 2026; no holders yet</span></td></tr></tbody></table></div><figcaption>PMI column from pmi.org, read 20 October 2026. IICTP column from iictp.org.</figcaption></figure><h2 id="where-pmi-is-ahead">Where PMI is ahead</h2><p><span>PMI is established and widely recognised. It has decades of history, a very large community and chapter network, a mature continuing-education system and an extensive training-partner network. PMI also states that its PMI-ACP exam is ISO-accredited. IICTP is a new independent credential and is not ISO/IEC 17024 accredited, and we do not claim otherwise. If an employer specifically asks for a PMP, an IICTP credential will not substitute for it.</span></p><h2 id="where-iictp-s-approach-fits-technical-people-better">Where IICTP’s approach fits technical people better</h2><ul><li><span></span><strong>It tests the decisions technical people make.</strong><span> A project management credential, by design, does not ask whether you can choose between two architectures, contain a failing dependency or set guardrails for AI-generated code. IICTP exams do.</span></li><li><span></span><strong>Scenario-based, not recall-based.</strong><span> CTP candidates face 150 scenario questions in 180 minutes and are asked for the best decision, not a memorised definition.</span></li><li><span></span><strong>The exam is described in the open.</strong><span> Questions, time, pass mark and the share of questions per domain are published for all ten credentials on the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> page, with a blueprint PDF for each.</span></li><li><span></span><strong>Vendor-neutral.</strong><span> Nothing in the TPBOK depends on one cloud, tool or framework.</span></li><li><span></span><strong>Renewal tied to technical growth.</strong><span> Credentials renew through Technical Development Units earned from learning and from giving back, such as mentoring and open source. See </span><a href="https://www.iictp.org/certifications/maintain">how renewal works</a><span>.</span></li></ul><h2 id="you-may-want-both">You may want both</h2><p><span>A tech lead who also runs delivery might reasonably hold a project management credential and a technical one. They answer different questions. The decision guide in </span><a href="/pmi-or-iictp-which-to-take-first">our third post in this series</a><span> maps common roles to the credential that fits.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Project Management Institute. “Project Management &amp; Specialized Certifications.” pmi.org/certifications. Read 20 October 2026.</li><li>Project Management Institute. “Project Management Professional (PMP)® Certification.” pmi.org/certifications/project-management-pmp. Read 20 October 2026.</li><li>Project Management Institute. “PMI Agile Certified Practitioner (PMI-ACP)® Certification.” pmi.org/certifications/agile-acp. Read 20 October 2026.</li><li>IICTP. Exam facts and eligibility. iictp.org/certifications/exam-facts.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/pmp-and-ctp-exam-eligibility-side-by-side"><div><div><span>IICTP vs PMI</span></div><h3>PMP and CTP side by side: exam, eligibility and what you prepare for</h3><span>COMPARISON<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The PMP is PMI’s best-known credential and the CTP is IICTP’s flagship. They serve different jobs, but people want to know how th…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/pmi-or-iictp-which-to-take-first"><div><div><span>IICTP vs PMI</span></div><h3>PMI or IICTP: which should you take first?</h3><span>COMPARISON<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>If you are weighing a PMI credential against an IICTP one, start with the work you actually do. Both are respectable; they point…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>PMP vs CTP: Exam and Eligibility Compared | IICTP</title><link>https://blogs.iictp.org/pmp-and-ctp-exam-eligibility-side-by-side</link><guid isPermaLink="true">https://blogs.iictp.org/pmp-and-ctp-exam-eligibility-side-by-side</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The PMP is PMI’s best-known credential and the CTP is IICTP’s flagship. They serve different jobs, but people want to know how the exams and entry requirements compare. This post lays out the published facts, with sources, and says plainly what is not being compared.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->IICTP and PMI</p><div><span>PMP vs CTP</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>PMP and CTP side by side: exam, eligibility and what you prepare for</h1><p><span>The PMP is PMI’s best-known credential and the CTP is IICTP’s flagship. They serve different jobs, but people want to know how the exams and entry requirements compare. This post lays out the published facts, with sources, and says plainly what is not being compared.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-numbers-from-each-body-s-own-pages">The numbers, from each body’s own pages</a></li><li><a href="#what-the-experience-requirements-actually-ask">What the experience requirements actually ask</a></li><li><a href="#what-you-would-study">What you would study</a></li><li><a href="#one-rule-change-worth-knowing-about">One rule change worth knowing about</a></li><li><a href="#which-is-easier">Which is easier?</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-numbers-from-each-body-s-own-pages">The numbers, from each body’s own pages</a></li><li><a href="#what-the-experience-requirements-actually-ask">What the experience requirements actually ask</a></li><li><a href="#what-you-would-study">What you would study</a></li><li><a href="#one-rule-change-worth-knowing-about">One rule change worth knowing about</a></li><li><a href="#which-is-easier">Which is easier?</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><aside><span>PMI facts in this post were read on pmi.org on 20 October 2026 and may have changed since. PMI®, PMP®, CAPM® and PMI-ACP® are marks of Project Management Institute, Inc. IICTP is not affiliated with or endorsed by PMI.</span></aside><h2 id="the-numbers-from-each-body-s-own-pages">The numbers, from each body’s own pages</h2><figure><div><table><thead><tr><th scope="col"></th><th scope="col">PMP (PMI)</th><th scope="col">CTP (IICTP)</th></tr></thead><tbody><tr><th scope="row"><span>Questions</span></th><td><span>180</span></td><td><span>150, scenario-based</span></td></tr><tr><th scope="row"><span>Time</span></th><td><span>240 minutes</span></td><td><span>180 minutes</span></td></tr><tr><th scope="row"><span>Experience with a bachelor’s degree</span></th><td><span>3 years managing projects</span></td><td><span>36 months of technical leadership</span></td></tr><tr><th scope="row"><span>Experience with a high school diploma</span></th><td><span>5 years managing projects</span></td><td><span>60 months of technical leadership</span></td></tr><tr><th scope="row"><span>Other routes</span></th><td><span>Associate’s degree: 4 years. Degree from a PMI Global Accreditation Center program: 2 years</span></td><td><span>None</span></td></tr><tr><th scope="row"><span>Required training</span></th><td><span>35 hours of project management training</span></td><td><span>None for the CTP</span></td></tr><tr><th scope="row"><span>Pass mark</span></th><td><span>Not covered in this comparison</span></td><td><span>70% scaled score; no negative marking</span></td></tr><tr><th scope="row"><span>What it covers</span></th><td><span>People, processes and business environment (PMI’s description)</span></td><td><span>Five TPBOK domains; Architecture &amp; Systems Design is the largest share at 30%</span></td></tr></tbody></table></div><figcaption>PMP column from pmi.org/certifications/project-management-pmp, read 20 October 2026. CTP column from iictp.org/certifications/exam-facts.</figcaption></figure><p><span>We have not compared pass marks because we did not capture PMI’s on the pages we read. We would rather leave a cell out than guess it.</span></p><h2 id="what-the-experience-requirements-actually-ask">What the experience requirements actually ask</h2><p><span>Both credentials gate on experience, and both count years rather than titles. The difference is the kind of experience. PMI asks for time spent managing projects in a professional setting, taking responsibility for planning, decisions, delivery and outcomes. IICTP asks for time in technical leadership: owning technical decisions for a team’s systems and delivery. Someone can have years of one and little of the other.</span></p><h2 id="what-you-would-study">What you would study</h2><p><span>For the PMP, PMI points candidates to its Exam Content Outline, which describes three domains: people, process and business environment. For the CTP, the </span><a href="https://www.iictp.org/blueprints/IICTP-CTP-Exam-Blueprint.pdf">blueprint</a><span> lists the five TPBOK domains with their share of the exam.</span></p><figure><div><table><thead><tr><th scope="col">CTP domain</th><th scope="col">Share of questions</th></tr></thead><tbody><tr><th scope="row"><span>Architecture &amp; Systems Design</span></th><td><span>30%</span></td></tr><tr><th scope="row"><span>Engineering Governance &amp; Agile Delivery</span></th><td><span>24%</span></td></tr><tr><th scope="row"><span>Applied AI &amp; Emerging Tech Integration</span></th><td><span>18%</span></td></tr><tr><th scope="row"><span>Infrastructure &amp; Security</span></th><td><span>18%</span></td></tr><tr><th scope="row"><span>People Leadership in Engineering</span></th><td><span>10%</span></td></tr></tbody></table></div><figcaption>From the CTP exam blueprint, version 1.0.</figcaption></figure><h2 id="one-rule-change-worth-knowing-about">One rule change worth knowing about</h2><p><span>PMI’s PMP page states that from 1 December 2026, live instructor-led classes count toward the 35 training hours only if delivered by a PMI Authorized Training Partner, a China Registered Education Provider, or an eligible accredited higher-education program. If you plan to take the PMP, check PMI’s current rules before booking a course.</span></p><h2 id="which-is-easier">Which is easier?</h2><p><span>That depends on your background, so we will not claim either is. A strong engineer with no project management experience will find the CTP closer to daily work. An experienced project manager with a light technical background will find the PMP closer to theirs. Neither exam rewards memorising a list.</span></p><aside><span>Remember: IICTP is a new independent credential and is not ISO/IEC 17024 accredited. The PMP is far more widely recognised today. The CTP’s case is that it measures technical judgement, which the PMP does not set out to measure.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Project Management Institute. “Project Management Professional (PMP)® Certification.” pmi.org/certifications/project-management-pmp. Read 20 October 2026.</li><li>IICTP. “Exam facts, eligibility and blueprints.” iictp.org/certifications/exam-facts.</li><li>IICTP. “CTP® exam blueprint,” version 1.0, 21 October 2026. iictp.org/blueprints/IICTP-CTP-Exam-Blueprint.pdf.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/iictp-and-pmi-two-credentials-two-jobs"><div><div><span>IICTP vs PMI</span></div><h3>IICTP and PMI: two credentials for two different jobs</h3><span>COMPARISON<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>People often ask how IICTP compares with PMI. The honest answer is that they certify different things. PMI certifies project mana…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/pmi-or-iictp-which-to-take-first"><div><div><span>IICTP vs PMI</span></div><h3>PMI or IICTP: which should you take first?</h3><span>COMPARISON<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>If you are weighing a PMI credential against an IICTP one, start with the work you actually do. Both are respectable; they point…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>PMP, PMI-ACP or CTP? Which Certification to Take First | IICTP</title><link>https://blogs.iictp.org/pmi-or-iictp-which-to-take-first</link><guid isPermaLink="true">https://blogs.iictp.org/pmi-or-iictp-which-to-take-first</guid><pubDate>Wed, 21 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>If you are weighing a PMI credential against an IICTP one, start with the work you actually do. Both are respectable; they point at different jobs. This guide maps common roles to the credential that fits, and says when the answer is “both”.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->IICTP and PMI</p><div><span>Which first</span><span>21 October 2026</span><span>6<!-- --> min read</span></div><h1>PMI or IICTP: which should you take first?</h1><p><span>If you are weighing a PMI credential against an IICTP one, start with the work you actually do. Both are respectable; they point at different jobs. This guide maps common roles to the credential that fits, and says when the answer is “both”.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#start-with-your-daily-decisions">Start with your daily decisions</a></li><li><a href="#a-guide-by-role">A guide by role</a></li><li><a href="#when-the-answer-is-both">When the answer is both</a></li><li><a href="#what-employers-may-ask-for">What employers may ask for</a></li><li><a href="#questions-to-ask-yourself">Questions to ask yourself</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#start-with-your-daily-decisions">Start with your daily decisions</a></li><li><a href="#a-guide-by-role">A guide by role</a></li><li><a href="#when-the-answer-is-both">When the answer is both</a></li><li><a href="#what-employers-may-ask-for">What employers may ask for</a></li><li><a href="#questions-to-ask-yourself">Questions to ask yourself</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><aside><span>PMI facts in this post were read on pmi.org on 20 October 2026 and may have changed since. PMI®, PMP®, CAPM® and PMI-ACP® are marks of Project Management Institute, Inc. IICTP is not affiliated with or endorsed by PMI.</span></aside><h2 id="start-with-your-daily-decisions">Start with your daily decisions</h2><ul><li><span>If your week is plans, budgets, stakeholders and status, you manage delivery. A project management credential fits.</span></li><li><span>If your week is design reviews, release calls, incident response and mentoring engineers, you make technical decisions. A technical credential fits.</span></li><li><span>If it is a mix, which most tech leads and technical program managers find, you may eventually want both.</span></li></ul><h2 id="a-guide-by-role">A guide by role</h2><figure><div><table><thead><tr><th scope="col">If you are…</th><th scope="col">Consider</th><th scope="col">Why</th></tr></thead><tbody><tr><th scope="row"><span>Early career, aiming at project management</span></th><td><span>PMI CAPM</span></td><td><span>PMI describes it as the foundation for project management skills, with no experience required.</span></td></tr><tr><th scope="row"><span>Early career developer or QA</span></th><td><span>IICTP ATP</span></td><td><span>Covers the software life cycle, baseline architecture and delivery fundamentals. 100 questions in 120 minutes; no work experience required.</span></td></tr><tr><th scope="row"><span>Managing projects for 3 or more years</span></th><td><span>PMI PMP</span></td><td><span>The established credential for leading projects across industries.</span></td></tr><tr><th scope="row"><span>Tech lead or engineering manager</span></th><td><span>IICTP CTP</span></td><td><span>Tests system design, trade-offs, technical risk and delivery governance.</span></td></tr><tr><th scope="row"><span>Running agile ways of working with teams</span></th><td><span>PMI-ACP, or IICTP ADP</span></td><td><span>PMI describes PMI-ACP as validating how you engage stakeholders, apply agile approaches and lead teams. ADP focuses on technical agile governance: pipelines, technical debt and release flow.</span></td></tr><tr><th scope="row"><span>Leading AI projects as a manager</span></th><td><span>PMI-CPMAI</span></td><td><span>PMI positions it for leading AI projects and driving business impact.</span></td></tr><tr><th scope="row"><span>Building and securing AI systems</span></th><td><span>IICTP AIP</span></td><td><span>Covers applied AI engineering, retrieval systems, edge deployment and safety guardrails.</span></td></tr><tr><th scope="row"><span>Leading sustainability in project delivery</span></th><td><span>PMI CSPP</span></td><td><span>PMI describes it as leading resilient, sustainable projects.</span></td></tr><tr><th scope="row"><span>Building greener software</span></th><td><span>IICTP CSTP</span></td><td><span>Carbon-aware development, efficient computing and hardware life cycle.</span></td></tr><tr><th scope="row"><span>Running a program or portfolio of technical work</span></th><td><span>PMI PgMP / PfMP or IICTP PgTP / PfTP</span></td><td><span>Choose by whether the role is mainly managing programs and portfolios, or governing the technology inside them.</span></td></tr></tbody></table></div><figcaption>PMI descriptions from pmi.org/certifications, read 20 October 2026. IICTP descriptions from iictp.org.</figcaption></figure><h2 id="when-the-answer-is-both">When the answer is both</h2><p><span>A tech lead who has become accountable for a delivery date and a budget is doing two jobs. A project management credential covers the delivery job. A technical credential covers the judgement job. Holding both costs time and fees, so choose based on which gap hurts more today.</span></p><h2 id="what-employers-may-ask-for">What employers may ask for</h2><p><span>Some job posts name a specific credential. If a role requires a PMP, take the PMP. If you are applying for engineering leadership roles, there is no single credential that every employer asks for. A public, checkable credential can help you show your judgement, but we will not promise that it gets you a job or a raise. No credential can.</span></p><h2 id="questions-to-ask-yourself">Questions to ask yourself</h2><ol><li><span>What decision did I make last month that I am most proud of, and which credential would have tested it?</span></li><li><span>What is the next role I want, and what do people in it hold today?</span></li><li><span>Do I need a recognised name for this employer, or evidence of technical depth?</span></li><li><span>Am I eligible now? Check the </span><a href="https://www.iictp.org/check-your-experience">eligibility planner</a><span> for IICTP and PMI’s own requirements for theirs.</span></li></ol><aside><span>IICTP is new, independent and not ISO/IEC 17024 accredited. PMI is far more widely recognised. Choose with that in mind, and read both bodies’ current requirements before you pay for anything.</span></aside><p><span>To go deeper, see the </span><a href="/iictp-and-pmi-two-credentials-two-jobs">first post in this series</a><span> on what each body certifies, and the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> for every IICTP credential.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>Project Management Institute. “Project Management &amp; Specialized Certifications.” pmi.org/certifications. Read 20 October 2026.</li><li>Project Management Institute. “Certified Associate in Project Management (CAPM)® Certification.” pmi.org/certifications/certified-associate-capm. Read 20 October 2026.</li><li>Project Management Institute. “PMI Agile Certified Practitioner (PMI-ACP)® Certification.” pmi.org/certifications/agile-acp. Read 20 October 2026.</li><li>IICTP. Credential pages and exam facts. iictp.org/certifications.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/iictp-and-pmi-two-credentials-two-jobs"><div><div><span>IICTP vs PMI</span></div><h3>IICTP and PMI: two credentials for two different jobs</h3><span>COMPARISON<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>People often ask how IICTP compares with PMI. The honest answer is that they certify different things. PMI certifies project mana…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/pmp-and-ctp-exam-eligibility-side-by-side"><div><div><span>IICTP vs PMI</span></div><h3>PMP and CTP side by side: exam, eligibility and what you prepare for</h3><span>COMPARISON<!-- --> · <!-- -->6<!-- --> MIN READ</span></div><div><p>The PMP is PMI’s best-known credential and the CTP is IICTP’s flagship. They serve different jobs, but people want to know how th…</p><div><span><span>21 October 2026</span></span><span><span></span></span></div></div></a><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Run an LLM Locally: Ollama vs llama.cpp vs vLLM (Local LLM Setup Guide) | IICTP</title><link>https://blogs.iictp.org/run-an-llm-on-your-own-server</link><guid isPermaLink="true">https://blogs.iictp.org/run-an-llm-on-your-own-server</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware rather than a meter, and the system keeps working offline. It also means you own sizing, updates and failure. This guide covers the three tools most people start with and </description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>7<!-- --> min read</span></div><h1>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h1><p><span>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware rather than a meter, and the system keeps working offline. It also means you own sizing, updates and failure. This guide covers the three tools most people start with and how to choose between them.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#start-with-memory-not-the-tool">Start with memory, not the tool</a></li><li><a href="#the-three-starting-points">The three starting points</a></li><li><a href="#a-sensible-path">A sensible path</a></li><li><a href="#what-private-does-and-does-not-cover">What “private” does and does not cover</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#start-with-memory-not-the-tool">Start with memory, not the tool</a></li><li><a href="#the-three-starting-points">The three starting points</a></li><li><a href="#a-sensible-path">A sensible path</a></li><li><a href="#what-private-does-and-does-not-cover">What “private” does and does not cover</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="start-with-memory-not-the-tool">Start with memory, not the tool</h2><p><span>A model is mostly a large table of numbers called weights. The memory they need is roughly the number of parameters times the bytes stored per weight. A 7-billion-parameter model at 16-bit precision needs about 14 GB for weights alone. At 4-bit precision it needs about 3.5 GB. Add room for the context (the conversation the model is holding) and for the runtime itself.</span></p><p><span>So the first question is never which tool, but whether the model you want fits in the memory you have. Quantization, which stores weights at lower precision, is how large models are made to fit. Formats such as GGUF carry quantized weights in one file.</span></p><h2 id="the-three-starting-points">The three starting points</h2><figure><div><table><thead><tr><th scope="col">Tool</th><th scope="col">What it is</th><th scope="col">Best for</th><th scope="col">Watch out for</th></tr></thead><tbody><tr><th scope="row"><span>Ollama</span></th><td><span>A packaged runner: one command downloads a model and serves it, with a local HTTP API.</span></td><td><span>A laptop or single workstation; trying models quickly; developers building a prototype.</span></td><td><span>Less control over scheduling and batching than a dedicated serving engine.</span></td></tr><tr><th scope="row"><span>llama.cpp</span></th><td><span>A C/C++ inference engine that reads GGUF files and runs on CPU, on GPU, and on Apple Silicon.</span></td><td><span>Constrained or mixed hardware; fine control over quantization and offloading.</span></td><td><span>You assemble more of the surrounding system yourself.</span></td></tr><tr><th scope="row"><span>vLLM</span></th><td><span>A serving engine for GPUs, built for many concurrent requests, with an OpenAI-compatible API.</span></td><td><span>A shared team service on server GPUs where throughput matters.</span></td><td><span>It expects a capable GPU; it is not the tool for a laptop.</span></td></tr></tbody></table></div><figcaption>Choose by hardware and by how many people will use it at once.</figcaption></figure><h2 id="a-sensible-path">A sensible path</h2><ol><li><span>Write down the task and the smallest model that might do it. Smaller models are cheaper to run and often enough.</span></li><li><span>Try it on a workstation with Ollama or llama.cpp. Measure the answer quality on your own examples, not on a leaderboard.</span></li><li><span>Decide how many people will use it at once. One user and fifty users are different engineering problems.</span></li><li><span>If many users share it, move to a serving engine such as vLLM on server GPUs, and put it behind your normal authentication and logging.</span></li><li><span>Plan updates: models, runtimes and drivers all change, and a local deployment is yours to patch.</span></li></ol><h2 id="what-private-does-and-does-not-cover">What “private” does and does not cover</h2><p><span>Keeping inference local removes the third-party provider from the data path. It does not by itself secure the system. You still need access control, logging, network isolation and a plan for what the model is allowed to read. Treat the model server like any other service that touches sensitive data.</span></p><aside><span>This is the practical ground covered by the </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span> credential. IICTP is new, independent and not ISO/IEC 17024 accredited; see the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> for what each credential tests.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>llama.cpp project. github.com/ggml-org/llama.cpp. Read 26 October 2026.</li><li>vLLM project documentation. docs.vllm.ai. Read 26 October 2026.</li><li>Ollama documentation. ollama.com. Read 26 October 2026.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/technical-practitioner-career-path"><div><div><span>Certification &amp; career</span></div><h3>The technical practitioner career path: from Associate to Portfolio level</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A credential ladder is only useful if each step matches a real change in the work. IICTP’s four core credentials are built around…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Small Language Models (SLMs) Explained: When a Smaller Model Is the Better Choice | IICTP</title><link>https://blogs.iictp.org/small-language-models-explained</link><guid isPermaLink="true">https://blogs.iictp.org/small-language-models-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an edge device. There is no agreed size cutoff; people usually mean models from a few hundred million up to a handful of billions of parameters, against the much larger models</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Small language models explained: when smaller beats bigger</h1><p><span>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an edge device. There is no agreed size cutoff; people usually mean models from a few hundred million up to a handful of billions of parameters, against the much larger models offered as cloud services.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#why-a-smaller-model-can-be-the-better-engineering-choice">Why a smaller model can be the better engineering choice</a></li><li><a href="#where-a-smaller-model-is-the-wrong-choice">Where a smaller model is the wrong choice</a></li><li><a href="#how-to-decide">How to decide</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#why-a-smaller-model-can-be-the-better-engineering-choice">Why a smaller model can be the better engineering choice</a></li><li><a href="#where-a-smaller-model-is-the-wrong-choice">Where a smaller model is the wrong choice</a></li><li><a href="#how-to-decide">How to decide</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="why-a-smaller-model-can-be-the-better-engineering-choice">Why a smaller model can be the better engineering choice</h2><ul><li><span></span><strong>Cost and latency.</strong><span> Fewer parameters means less memory and less compute per token, so answers arrive faster and cost less to serve.</span></li><li><span></span><strong>Privacy and control.</strong><span> A model that fits on your own hardware can run where the data already lives, including offline.</span></li><li><span></span><strong>Predictability.</strong><span> A narrow task with a fixed output shape, such as classification, extraction or routing, rarely needs a general-purpose giant.</span></li><li><span></span><strong>Specialisation.</strong><span> A small model tuned on your own task can match a larger general one on that task, though it will be worse outside it.</span></li></ul><h2 id="where-a-smaller-model-is-the-wrong-choice">Where a smaller model is the wrong choice</h2><p><span>Open-ended reasoning across many topics, long and tangled documents, and tasks you cannot describe ahead of time still favour larger models. A small model is a specialist, and the cost of using one for the wrong job is wrong answers delivered cheaply and quickly.</span></p><h2 id="how-to-decide">How to decide</h2><ol><li><span>Define the task and write 50 real examples with the answers you expect.</span></li><li><span>Test the smallest candidate model first, then move up only as far as the examples demand.</span></li><li><span>Check the failure cases, not the average. A model that is usually right and occasionally dangerous may be unusable.</span></li><li><span>Add a verification step for anything that matters. See </span><a href="/applied-ai-verify-what-the-machine-produces">applied AI: verify what the machine produces</a><span>.</span></li></ol><p><span>Running the chosen model yourself is covered in </span><a href="/run-an-llm-on-your-own-server">how to run an LLM on your own server</a><span>.</span></p><aside><span>Model choice and local deployment sit in the </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span> credential. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Local LLM Practitioner credential page. iictp.org/certifications/llmp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/technical-practitioner-career-path"><div><div><span>Certification &amp; career</span></div><h3>The technical practitioner career path: from Associate to Portfolio level</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A credential ladder is only useful if each step matches a real change in the work. IICTP’s four core credentials are built around…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>What Is the TPBOK? The Technical Practitioner Body of Knowledge Explained | IICTP</title><link>https://blogs.iictp.org/what-is-tpbok</link><guid isPermaLink="true">https://blogs.iictp.org/what-is-tpbok</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a technical practitioner is expected to know and do, so that a credential means the same thing to every candidate and every employer who reads it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>TPBOK</span><span>26 October 2026</span><span>4<!-- --> min read</span></div><h1>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h1><p><span>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a technical practitioner is expected to know and do, so that a credential means the same thing to every candidate and every employer who reads it.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-five-domains">The five domains</a></li><li><a href="#how-it-relates-to-the-exams">How it relates to the exams</a></li><li><a href="#what-it-is-not">What it is not</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-five-domains">The five domains</a></li><li><a href="#how-it-relates-to-the-exams">How it relates to the exams</a></li><li><a href="#what-it-is-not">What it is not</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-five-domains">The five domains</h2><ol><li><span>Architecture &amp; Systems Design</span></li><li><span>Engineering Governance &amp; Agile Delivery</span></li><li><span>Applied AI &amp; Emerging Tech Integration</span></li><li><span>Infrastructure &amp; Security</span></li><li><span>People Leadership in Engineering</span></li></ol><p><span>Each domain has its own post in this blog, starting with </span><a href="/architecture-decisions-expensive-to-undo">architecture decisions that are expensive to undo</a><span>.</span></p><h2 id="how-it-relates-to-the-exams">How it relates to the exams</h2><p><span>Exam questions are written against the domains, and each credential weights them differently. The exact numbers for every credential are published on the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> page, and the standard itself is on the </span><a href="https://www.iictp.org/standards/tpbok">TPBOK page</a><span>.</span></p><h2 id="what-it-is-not">What it is not</h2><p><span>The TPBOK is IICTP’s own standard. It is not an ISO standard, and IICTP is not ISO/IEC 17024 accredited. It is also vendor-neutral by design: it describes practice, not a particular company’s products.</span></p><p><span>Not sure where you would start? Use the </span><a href="https://www.iictp.org/check-your-experience">eligibility planner</a><span>.</span></p><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK. iictp.org/standards/tpbok.</li><li>IICTP. Exam facts. iictp.org/certifications/exam-facts.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/technical-practitioner-career-path"><div><div><span>Certification &amp; career</span></div><h3>The technical practitioner career path: from Associate to Portfolio level</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A credential ladder is only useful if each step matches a real change in the work. IICTP’s four core credentials are built around…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Technical Practitioner Career Path: ATP, CTP, PgTP and PfTP Explained | IICTP</title><link>https://blogs.iictp.org/technical-practitioner-career-path</link><guid isPermaLink="true">https://blogs.iictp.org/technical-practitioner-career-path</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A credential ladder is only useful if each step matches a real change in the work. IICTP’s four core credentials are built around that idea: each one is aimed at a different stage of a technical career, and each asks for experience that fits the stage.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Career path</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>The technical practitioner career path: from Associate to Portfolio level</h1><p><span>A credential ladder is only useful if each step matches a real change in the work. IICTP’s four core credentials are built around that idea: each one is aimed at a different stage of a technical career, and each asks for experience that fits the stage.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-four-steps">The four steps</a></li><li><a href="#what-changes-at-each-step">What changes at each step</a></li><li><a href="#where-the-specialist-credentials-fit">Where the specialist credentials fit</a></li><li><a href="#how-to-choose-your-starting-point">How to choose your starting point</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-four-steps">The four steps</a></li><li><a href="#what-changes-at-each-step">What changes at each step</a></li><li><a href="#where-the-specialist-credentials-fit">Where the specialist credentials fit</a></li><li><a href="#how-to-choose-your-starting-point">How to choose your starting point</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-four-steps">The four steps</h2><ol><li><span></span><strong>ATP®, Associate Technical Practitioner</strong><span>, for people with roughly 0 to 2 years in technical work.</span></li><li><span></span><strong>CTP®, Certified Technical Practitioner</strong><span>, the flagship, for tech leads, engineering managers and senior IT project managers, around 3 to 7 years in.</span></li><li><span></span><strong>PgTP®, Program Technical Practitioner</strong><span>, for people running several related technical efforts, around 7 to 12 years in.</span></li><li><span></span><strong>PfTP®, Portfolio Technical Practitioner</strong><span>, for people steering a whole portfolio, 12 years or more.</span></li></ol><h2 id="what-changes-at-each-step">What changes at each step</h2><p><span>The work shifts from doing to deciding to coordinating to steering. At the associate level you are judged on sound fundamentals. At CTP you are judged on design trade-offs, risk and how well a team delivers. At programme and portfolio level the question becomes how many efforts you can keep coherent at once, and which ones to stop.</span></p><p><span>Exam depth follows the same curve. Exact question counts, durations and pass marks for each credential are on the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> page.</span></p><h2 id="where-the-specialist-credentials-fit">Where the specialist credentials fit</h2><p><span>Alongside the ladder sit six specialist credentials: AI, cloud architecture, agile delivery, IoT and edge, local LLMs, and clean software telemetry. They are not rungs. You take one when your day-to-day work lives in that area, whatever your level.</span></p><h2 id="how-to-choose-your-starting-point">How to choose your starting point</h2><ol><li><span>Count your relevant years honestly and check each credential’s eligibility rules.</span></li><li><span>Pick the step that matches what you do now, not the one you hope to reach.</span></li><li><span>Use the </span><a href="https://www.iictp.org/check-your-experience">eligibility planner</a><span> to see your options in one place.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Credential pages. iictp.org/certifications.</li><li>IICTP. Exam facts. iictp.org/certifications/exam-facts.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>How to Prepare for a Scenario-Based Certification Exam: A Practical Method | IICTP</title><link>https://blogs.iictp.org/prepare-for-a-scenario-based-certification-exam</link><guid isPermaLink="true">https://blogs.iictp.org/prepare-for-a-scenario-based-certification-exam</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A scenario-based exam does not ask you to recall a definition. It describes a situation and asks what you would do. That changes how to study: you are training judgement, not memory.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Exam prep</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>How to prepare for a scenario-based certification exam</h1><p><span>A scenario-based exam does not ask you to recall a definition. It describes a situation and asks what you would do. That changes how to study: you are training judgement, not memory.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#read-the-question-the-way-an-architect-reads-a-brief">Read the question the way an architect reads a brief</a></li><li><a href="#a-study-method-that-fits">A study method that fits</a></li><li><a href="#what-to-avoid">What to avoid</a></li><li><a href="#on-the-day">On the day</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#read-the-question-the-way-an-architect-reads-a-brief">Read the question the way an architect reads a brief</a></li><li><a href="#a-study-method-that-fits">A study method that fits</a></li><li><a href="#what-to-avoid">What to avoid</a></li><li><a href="#on-the-day">On the day</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="read-the-question-the-way-an-architect-reads-a-brief">Read the question the way an architect reads a brief</h2><p><span>Each scenario carries constraints: a deadline, a risk, a team, a system that already exists. The wrong answers are usually reasonable ideas that ignore one constraint. Before choosing, name the constraints out loud.</span></p><h2 id="a-study-method-that-fits">A study method that fits</h2><ol><li><span>Start from the published blueprint for your credential and list its domains.</span></li><li><span>For each domain, write the decisions a practitioner has to make, not the terms they have to know.</span></li><li><span>Practise on your own past work: for a decision you made, write the options you rejected and why.</span></li><li><span>Time yourself on scenario sets. Long scenarios are a reading-speed problem as well as a knowledge problem.</span></li><li><span>Review every miss by asking which constraint you overlooked.</span></li></ol><h2 id="what-to-avoid">What to avoid</h2><ul><li><span>Memorising lists with no situation attached.</span></li><li><span>Studying only your strongest domain.</span></li><li><span>Treating practice scores as a promise. Practice material is not the exam.</span></li></ul><h2 id="on-the-day">On the day</h2><p><span>Read all of each scenario, mark questions you are unsure of rather than stalling, and keep an eye on the clock. The format for each credential, such as the number of questions and the time allowed, is on the </span><a href="https://www.iictp.org/certifications/exam-facts">exam facts</a><span> page.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Exam facts. iictp.org/certifications/exam-facts.</li><li>IICTP. Exam blueprints. iictp.org/blueprints.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>How to Verify a Certificate Online: Why a Public Credential Registry Matters | IICTP</title><link>https://blogs.iictp.org/how-to-verify-a-certification</link><guid isPermaLink="true">https://blogs.iictp.org/how-to-verify-a-certification</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A certificate is a claim. Anyone can type a credential onto a CV, and a PDF is easy to alter. Verification is the step that turns the claim into evidence, and it only works if the issuer publishes something a third party can check.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Verification</span><span>26 October 2026</span><span>4<!-- --> min read</span></div><h1>How employers verify a certification, and why a public registry matters</h1><p><span>A certificate is a claim. Anyone can type a credential onto a CV, and a PDF is easy to alter. Verification is the step that turns the claim into evidence, and it only works if the issuer publishes something a third party can check.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-a-good-verification-looks-like">What a good verification looks like</a></li><li><a href="#how-to-check-someone-s-credential">How to check someone’s credential</a></li><li><a href="#spotting-a-fake">Spotting a fake</a></li><li><a href="#iictp-s-approach">IICTP’s approach</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-a-good-verification-looks-like">What a good verification looks like</a></li><li><a href="#how-to-check-someone-s-credential">How to check someone’s credential</a></li><li><a href="#spotting-a-fake">Spotting a fake</a></li><li><a href="#iictp-s-approach">IICTP’s approach</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-a-good-verification-looks-like">What a good verification looks like</h2><ul><li><span>The issuer runs a public lookup that anyone can reach without an account.</span></li><li><span>The lookup confirms the holder, the credential, the issue date and the current status.</span></li><li><span>The status can change: a credential can lapse, be suspended or be withdrawn, and the lookup shows it.</span></li><li><span>The record tells you what the issuer stands behind, and what it does not.</span></li></ul><h2 id="how-to-check-someone-s-credential">How to check someone’s credential</h2><ol><li><span>Ask for the credential ID and the holder’s name as it appears on the record.</span></li><li><span>Go to the issuer’s own website, typed in yourself, not through a link in the CV.</span></li><li><span>Compare the record with what the candidate said: credential, date and status.</span></li><li><span>If the issuer has no public lookup, treat the claim as unverified.</span></li></ol><h2 id="spotting-a-fake">Spotting a fake</h2><p><span>Be wary of a certificate that cannot be looked up, a “registry” run by someone other than the issuer, an ID format that does not match the issuer’s, or a credential name that is a near-copy of a well-known one.</span></p><h2 id="iictp-s-approach">IICTP’s approach</h2><p><span>IICTP publishes a </span><a href="https://www.iictp.org/verify">public registry</a><span> so a credential can be checked directly. Its </span><a href="https://www.iictp.org/registry-policy">registry policy</a><span> explains what a record contains and how status changes. Sample records on the site are illustrative only.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Verify a credential. iictp.org/verify.</li><li>IICTP. Registry policy. iictp.org/registry-policy.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Digital Badges Explained: Open Badges, Verifiable Credentials and How They Differ | IICTP</title><link>https://blogs.iictp.org/digital-badges-and-verifiable-credentials-explained</link><guid isPermaLink="true">https://blogs.iictp.org/digital-badges-and-verifiable-credentials-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A digital badge is a credential in a form that travels: it can be shared on a profile, checked by a machine and revoked by the issuer. Two standards come up most often, and they solve slightly different problems.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Digital badges</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Digital badges and verifiable credentials, explained</h1><p><span>A digital badge is a credential in a form that travels: it can be shared on a profile, checked by a machine and revoked by the issuer. Two standards come up most often, and they solve slightly different problems.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#open-badges">Open Badges</a></li><li><a href="#verifiable-credentials">Verifiable Credentials</a></li><li><a href="#what-to-look-for-in-a-badge">What to look for in a badge</a></li><li><a href="#what-a-badge-cannot-do">What a badge cannot do</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#open-badges">Open Badges</a></li><li><a href="#verifiable-credentials">Verifiable Credentials</a></li><li><a href="#what-to-look-for-in-a-badge">What to look for in a badge</a></li><li><a href="#what-a-badge-cannot-do">What a badge cannot do</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="open-badges">Open Badges</h2><p><span>Open Badges is a specification maintained by 1EdTech for packaging a credential with its metadata: who issued it, who earned it, what it was for and the criteria. The point is portability and a link back to the issuer, so the badge can be checked later.</span></p><h2 id="verifiable-credentials">Verifiable Credentials</h2><p><span>Verifiable Credentials is a W3C standard for credentials that are cryptographically signed. A verifier can confirm that the issuer signed it and that it has not been altered, without phoning the issuer each time.</span></p><h2 id="what-to-look-for-in-a-badge">What to look for in a badge</h2><ul><li><span>A stable link back to the issuer’s record.</span></li><li><span>Clear criteria: what was assessed, and how.</span></li><li><span>An issue date and a status that can change.</span></li><li><span>Signing or hosting that lets a third party check it independently.</span></li></ul><h2 id="what-a-badge-cannot-do">What a badge cannot do</h2><p><span>A badge proves that an issuer made a claim. It does not make the issuer credible. Judge the badge by the body behind it. IICTP issues </span><a href="https://www.iictp.org/certifications/digital-badges">digital badges</a><span> tied to its public registry, and it is a new independent body that is not ISO/IEC 17024 accredited.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/digital-badges">Digital badges</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>1EdTech. Open Badges. 1edtech.org/standards/open-badges.</li><li>W3C. Verifiable Credentials Data Model. w3.org/TR/vc-data-model-2.0/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Technical Practitioner Interview Questions (With What Strong Answers Look Like) | IICTP</title><link>https://blogs.iictp.org/technical-practitioner-interview-questions</link><guid isPermaLink="true">https://blogs.iictp.org/technical-practitioner-interview-questions</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Good interview questions for a technical lead or practitioner ask about decisions, not trivia. Here are twelve, each with what a strong answer tends to show. Use them to prepare, or to interview.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Interviews</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Technical practitioner interview questions, and what good answers show</h1><p><span>Good interview questions for a technical lead or practitioner ask about decisions, not trivia. Here are twelve, each with what a strong answer tends to show. Use them to prepare, or to interview.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#architecture-and-design">Architecture and design</a></li><li><a href="#delivery-and-quality">Delivery and quality</a></li><li><a href="#applied-ai">Applied AI</a></li><li><a href="#people-and-leadership">People and leadership</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#architecture-and-design">Architecture and design</a></li><li><a href="#delivery-and-quality">Delivery and quality</a></li><li><a href="#applied-ai">Applied AI</a></li><li><a href="#people-and-leadership">People and leadership</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="architecture-and-design">Architecture and design</h2><ol><li><span></span><strong>Tell me about a design decision you wish you had made differently.</strong><span> Strong answers name the constraint they missed and what they changed afterwards.</span></li><li><span></span><strong>How do you decide where to draw a service boundary?</strong><span> Look for hiding likely change and for data ownership.</span></li><li><span></span><strong>When have you chosen a simple solution over a clever one?</strong><span> Look for cost awareness and for restraint.</span></li></ol><h2 id="delivery-and-quality">Delivery and quality</h2><ol><li><span></span><strong>How do you keep releases small without slowing the team down?</strong><span> Look for automation, feature flags and fast feedback.</span></li><li><span></span><strong>Describe an outage you were part of.</strong><span> Strong answers cover detection, response and what changed in the system, not blame.</span></li><li><span></span><strong>How do you handle technical debt with a manager who wants features?</strong><span> Look for pricing the debt in terms the manager cares about.</span></li></ol><h2 id="applied-ai">Applied AI</h2><ol><li><span></span><strong>Where have you used AI in your work, and where did you decide not to?</strong><span> Look for verification of output and awareness of failure modes.</span></li><li><span></span><strong>How would you test a feature built on a language model?</strong><span> Look for examples, edge cases and guardrails.</span></li></ol><h2 id="people-and-leadership">People and leadership</h2><ol><li><span></span><strong>How do you give feedback that someone does not want to hear?</strong><span> Look for specifics and respect.</span></li><li><span></span><strong>What would you do when two strong engineers disagree on an approach?</strong><span> Look for decision records and a clear way to decide.</span></li><li><span></span><strong>How do you grow someone who is more junior than you?</strong><span> Look for deliberate practice, not just delegation.</span></li><li><span></span><strong>What do you stop doing when you take on more scope?</strong><span> Look for honesty about the shift from doing to leading.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK domains. iictp.org/standards/tpbok.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>AI Agents Explained: How Agentic AI Actually Works in Production | IICTP</title><link>https://blogs.iictp.org/ai-agents-explained</link><guid isPermaLink="true">https://blogs.iictp.org/ai-agents-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>An AI agent is a program that uses a language model to decide what to do next, takes actions through tools, looks at the result and repeats until a goal is met. The model is the decision-maker; the rest of the system is what makes it safe and useful.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>AI agents explained: how agentic AI works in production</h1><p><span>An AI agent is a program that uses a language model to decide what to do next, takes actions through tools, looks at the result and repeats until a goal is met. The model is the decision-maker; the rest of the system is what makes it safe and useful.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-loop">The loop</a></li><li><a href="#what-makes-it-work-in-production">What makes it work in production</a></li><li><a href="#where-agents-fail">Where agents fail</a></li><li><a href="#when-not-to-use-one">When not to use one</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-loop">The loop</a></li><li><a href="#what-makes-it-work-in-production">What makes it work in production</a></li><li><a href="#where-agents-fail">Where agents fail</a></li><li><a href="#when-not-to-use-one">When not to use one</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-loop">The loop</h2><ol><li><span>Receive a goal and the current state.</span></li><li><span>Ask the model to choose the next step: answer, or call a tool.</span></li><li><span>Run the tool (search, query, code, an API) under strict limits.</span></li><li><span>Feed the result back and repeat, or stop.</span></li></ol><h2 id="what-makes-it-work-in-production">What makes it work in production</h2><ul><li><span></span><strong>Narrow tools.</strong><span> Give the agent a few well-described actions rather than open access.</span></li><li><span></span><strong>Limits.</strong><span> Cap steps, time, spend and permissions.</span></li><li><span></span><strong>Human checkpoints</strong><span> for actions that are costly or hard to undo.</span></li><li><span></span><strong>Logging</strong><span> of every step, so a failure can be reconstructed.</span></li></ul><h2 id="where-agents-fail">Where agents fail</h2><p><span>Agents compound small errors: a wrong early step leads the rest astray. They can also follow instructions hidden in the content they read. Treat anything the agent reads from outside as untrusted input, and never give it more authority than the task needs.</span></p><h2 id="when-not-to-use-one">When not to use one</h2><p><span>If the steps are known in advance, write a normal workflow and call the model only where judgement is needed. It is cheaper, faster and easier to test. Reach for an agent when the path genuinely depends on what is found along the way.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Anthropic. “Building effective agents.” anthropic.com/engineering/building-effective-agents.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>What Is RAG? Retrieval-Augmented Generation Explained Step by Step | IICTP</title><link>https://blogs.iictp.org/rag-explained</link><guid isPermaLink="true">https://blogs.iictp.org/rag-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Retrieval-augmented generation (RAG) gives a language model the documents it needs at the moment it answers, instead of relying only on what it learned in training. It is the standard way to make a model answer from your own material.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>RAG explained: retrieval-augmented generation, step by step</h1><p><span>Retrieval-augmented generation (RAG) gives a language model the documents it needs at the moment it answers, instead of relying only on what it learned in training. It is the standard way to make a model answer from your own material.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-pipeline">The pipeline</a></li><li><a href="#where-quality-is-won-or-lost">Where quality is won or lost</a></li><li><a href="#how-to-know-it-works">How to know it works</a></li><li><a href="#limits">Limits</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-pipeline">The pipeline</a></li><li><a href="#where-quality-is-won-or-lost">Where quality is won or lost</a></li><li><a href="#how-to-know-it-works">How to know it works</a></li><li><a href="#limits">Limits</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-pipeline">The pipeline</h2><ol><li><span></span><strong>Ingest.</strong><span> Split documents into chunks and store them with an embedding for each, in a vector index or a search engine.</span></li><li><span></span><strong>Retrieve.</strong><span> For a question, find the chunks most relevant to it.</span></li><li><span></span><strong>Augment.</strong><span> Place those chunks in the prompt with the question.</span></li><li><span></span><strong>Generate.</strong><span> The model answers, ideally citing the chunks it used.</span></li></ol><h2 id="where-quality-is-won-or-lost">Where quality is won or lost</h2><ul><li><span></span><strong>Chunking:</strong><span> chunks that cut a table or a thought in half retrieve badly.</span></li><li><span></span><strong>Retrieval:</strong><span> combining keyword and semantic search often beats either alone.</span></li><li><span></span><strong>Prompting:</strong><span> tell the model to answer only from the supplied text and to say when it cannot.</span></li><li><span></span><strong>Freshness:</strong><span> re-index when the source changes.</span></li></ul><h2 id="how-to-know-it-works">How to know it works</h2><p><span>Build a set of real questions with known answers and measure two things separately: did retrieval find the right chunk, and did the model use it correctly. A wrong answer with the right chunk retrieved is a different bug from one where nothing relevant was found.</span></p><h2 id="limits">Limits</h2><p><span>RAG reduces unsupported answers but does not remove them. Keep citations visible, restrict what each user can retrieve to what they may see, and test for prompts that try to pull in other people’s documents.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Lewis et al. “Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.” arXiv:2005.11401.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>RAG vs Fine-Tuning: How to Choose Between Them (Cost, Accuracy, Maintenance) | IICTP</title><link>https://blogs.iictp.org/rag-vs-fine-tuning</link><guid isPermaLink="true">https://blogs.iictp.org/rag-vs-fine-tuning</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Both RAG and fine-tuning adapt a model to your needs, but they change different things. RAG changes what the model can see at answer time. Fine-tuning changes how the model behaves.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>RAG vs fine-tuning: how to choose</h1><p><span>Both RAG and fine-tuning adapt a model to your needs, but they change different things. RAG changes what the model can see at answer time. Fine-tuning changes how the model behaves.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#use-rag-when">Use RAG when…</a></li><li><a href="#use-fine-tuning-when">Use fine-tuning when…</a></li><li><a href="#maintenance">Maintenance</a></li><li><a href="#a-practical-order">A practical order</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#use-rag-when">Use RAG when…</a></li><li><a href="#use-fine-tuning-when">Use fine-tuning when…</a></li><li><a href="#maintenance">Maintenance</a></li><li><a href="#a-practical-order">A practical order</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="use-rag-when">Use RAG when…</h2><ul><li><span>The answer depends on facts that change or that are private.</span></li><li><span>You need to show where an answer came from.</span></li><li><span>Different users may see different documents.</span></li></ul><h2 id="use-fine-tuning-when">Use fine-tuning when…</h2><ul><li><span>You need a consistent style, format or tone.</span></li><li><span>The task is narrow and repeated, and prompts alone are not reliable enough.</span></li><li><span>You want a smaller model to do one job well.</span></li></ul><h2 id="maintenance">Maintenance</h2><p><span>RAG is updated by updating the index. Fine-tuning is updated by training again, so facts that change quickly are a poor fit. Knowledge baked into weights is also hard to audit or remove.</span></p><h2 id="a-practical-order">A practical order</h2><ol><li><span>Try a clear prompt with examples.</span></li><li><span>Add retrieval if the model lacks facts.</span></li><li><span>Consider fine-tuning only if behaviour is still wrong and you have good examples.</span></li><li><span>Measure each step on your own test set before moving on.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Lewis et al. “Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.” arXiv:2005.11401.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Prompt Engineering vs Context Engineering: What Practitioners Actually Do | IICTP</title><link>https://blogs.iictp.org/prompt-engineering-and-context-engineering</link><guid isPermaLink="true">https://blogs.iictp.org/prompt-engineering-and-context-engineering</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Writing a good prompt matters, but in a real system the prompt is only part of what the model sees. Context engineering is the wider job: deciding everything that goes into the model’s context for a given call.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Prompt engineering in 2026: beyond prompts, context engineering</h1><p><span>Writing a good prompt matters, but in a real system the prompt is only part of what the model sees. Context engineering is the wider job: deciding everything that goes into the model’s context for a given call.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-goes-into-context">What goes into context</a></li><li><a href="#principles">Principles</a></li><li><a href="#test-the-prompt-like-software">Test the prompt like software</a></li><li><a href="#treat-outside-text-as-untrusted">Treat outside text as untrusted</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-goes-into-context">What goes into context</a></li><li><a href="#principles">Principles</a></li><li><a href="#test-the-prompt-like-software">Test the prompt like software</a></li><li><a href="#treat-outside-text-as-untrusted">Treat outside text as untrusted</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-goes-into-context">What goes into context</h2><ul><li><span>Instructions and role.</span></li><li><span>The user’s request and recent conversation.</span></li><li><span>Retrieved documents and tool results.</span></li><li><span>Examples of the desired output.</span></li><li><span>Constraints and output format.</span></li></ul><h2 id="principles">Principles</h2><ul><li><span></span><strong>Be specific.</strong><span> State the task, the audience and the format.</span></li><li><span></span><strong>Show, don’t just tell.</strong><span> A few good examples beat a long description.</span></li><li><span></span><strong>Keep it relevant.</strong><span> More context is not better context; irrelevant text can mislead the model.</span></li><li><span></span><strong>Order matters.</strong><span> Put the most important instructions where the model will weigh them.</span></li><li><span></span><strong>Version it.</strong><span> Prompts are code: review, test and track them.</span></li></ul><h2 id="test-the-prompt-like-software">Test the prompt like software</h2><p><span>Keep a set of inputs with expected qualities, run every prompt change against it, and look at regressions as well as improvements.</span></p><h2 id="treat-outside-text-as-untrusted">Treat outside text as untrusted</h2><p><span>Documents and web pages can contain instructions aimed at the model. Separate trusted instructions from untrusted content, and never let retrieved text widen what the system is allowed to do.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Anthropic. Prompt engineering overview. docs.anthropic.com.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LLM Evaluation: How to Test an AI Application (Evals, Hallucinations, Guardrails) | IICTP</title><link>https://blogs.iictp.org/how-to-evaluate-an-llm-application</link><guid isPermaLink="true">https://blogs.iictp.org/how-to-evaluate-an-llm-application</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>You cannot improve what you cannot measure, and an AI feature that “seems fine” in a demo can fail quietly in production. An evaluation set is to an AI application what a test suite is to ordinary code.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>How to evaluate an LLM application: evals, hallucination tests and guardrails</h1><p><span>You cannot improve what you cannot measure, and an AI feature that “seems fine” in a demo can fail quietly in production. An evaluation set is to an AI application what a test suite is to ordinary code.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#build-the-eval-set-from-real-use">Build the eval set from real use</a></li><li><a href="#ways-to-score">Ways to score</a></li><li><a href="#hallucination-tests">Hallucination tests</a></li><li><a href="#guardrails">Guardrails</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#build-the-eval-set-from-real-use">Build the eval set from real use</a></li><li><a href="#ways-to-score">Ways to score</a></li><li><a href="#hallucination-tests">Hallucination tests</a></li><li><a href="#guardrails">Guardrails</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="build-the-eval-set-from-real-use">Build the eval set from real use</h2><ol><li><span>Collect real or realistic inputs, including the awkward ones.</span></li><li><span>Write down what a good answer must contain and what it must never contain.</span></li><li><span>Add cases for each failure you find, so it cannot return unnoticed.</span></li></ol><h2 id="ways-to-score">Ways to score</h2><ul><li><span></span><strong>Exact checks</strong><span> for structured output: valid format, required fields.</span></li><li><span></span><strong>Reference answers</strong><span> compared by a person or by another model.</span></li><li><span></span><strong>Rubrics</strong><span> for qualities such as tone, safety and use of sources.</span></li><li><span></span><strong>Human review</strong><span> of a sample, to keep the automated scores honest.</span></li></ul><h2 id="hallucination-tests">Hallucination tests</h2><p><span>Include questions the system should refuse or say it cannot answer, and questions with a false premise. Check that answers stay within the supplied sources.</span></p><h2 id="guardrails">Guardrails</h2><p><span>Add checks around the model, not only inside the prompt: validate output format, filter unsafe content, limit tool permissions, and log inputs and outputs for review. Run the eval set again whenever the model, the prompt or the data changes.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenAI. Evals guide. platform.openai.com/docs/guides/evals.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LLMOps Explained: Running LLM Applications in Production | IICTP</title><link>https://blogs.iictp.org/llmops-running-ai-in-production</link><guid isPermaLink="true">https://blogs.iictp.org/llmops-running-ai-in-production</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>LLMOps is the operational side of language-model applications: keeping them reliable, affordable and improvable once real users depend on them. Much of it is ordinary operations with a few new failure modes.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>LLMOps: running AI in production, covering cost, monitoring and versioning</h1><p><span>LLMOps is the operational side of language-model applications: keeping them reliable, affordable and improvable once real users depend on them. Much of it is ordinary operations with a few new failure modes.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-to-monitor">What to monitor</a></li><li><a href="#what-to-version">What to version</a></li><li><a href="#controlling-cost">Controlling cost</a></li><li><a href="#change-safely">Change safely</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-to-monitor">What to monitor</a></li><li><a href="#what-to-version">What to version</a></li><li><a href="#controlling-cost">Controlling cost</a></li><li><a href="#change-safely">Change safely</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-to-monitor">What to monitor</h2><ul><li><span>Latency and error rates, as with any service.</span></li><li><span>Token use and cost per request and per feature.</span></li><li><span>Quality signals: user feedback, refusals, retries, escalations.</span></li><li><span>Drift: answer quality changing after a model or data change.</span></li></ul><h2 id="what-to-version">What to version</h2><ul><li><span>Prompts and prompt templates.</span></li><li><span>The model and its settings.</span></li><li><span>The retrieval index and its source data.</span></li><li><span>The evaluation set.</span></li></ul><h2 id="controlling-cost">Controlling cost</h2><ul><li><span>Use the smallest model that passes your evals.</span></li><li><span>Cache repeated work.</span></li><li><span>Trim the context you send.</span></li><li><span>Set per-user and per-feature limits.</span></li></ul><h2 id="change-safely">Change safely</h2><p><span>Treat a model upgrade as a release: run the eval set, roll out to a small share first, compare, and keep a way back. Log enough to reproduce a bad answer, while keeping personal data out of logs that do not need it.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Google Cloud. “MLOps: Continuous delivery and automation pipelines in machine learning.” cloud.google.com/architecture.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Responsible AI in Practice: Bias, Privacy and AI Governance Checklists | IICTP</title><link>https://blogs.iictp.org/responsible-ai-in-practice</link><guid isPermaLink="true">https://blogs.iictp.org/responsible-ai-in-practice</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Responsible AI is less about principles on a poster and more about decisions made at specific points in a project. Here is a short checklist for each point.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Responsible AI in practice: bias, privacy and governance checklists</h1><p><span>Responsible AI is less about principles on a poster and more about decisions made at specific points in a project. Here is a short checklist for each point.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#before-you-build">Before you build</a></li><li><a href="#data-and-privacy">Data and privacy</a></li><li><a href="#bias-and-fairness">Bias and fairness</a></li><li><a href="#in-operation">In operation</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#before-you-build">Before you build</a></li><li><a href="#data-and-privacy">Data and privacy</a></li><li><a href="#bias-and-fairness">Bias and fairness</a></li><li><a href="#in-operation">In operation</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="before-you-build">Before you build</h2><ol><li><span>Say what decision the system supports and who is affected by it.</span></li><li><span>Decide whether AI is needed at all.</span></li><li><span>Name who is accountable for the system.</span></li></ol><h2 id="data-and-privacy">Data and privacy</h2><ul><li><span>Know what data is used, where it came from and whether you may use it for this purpose.</span></li><li><span>Minimise personal data and keep it out of prompts and logs where you can.</span></li><li><span>Check where a provider stores and processes data, and under what terms.</span></li></ul><h2 id="bias-and-fairness">Bias and fairness</h2><ul><li><span>Test results across the groups the system affects, not only on average.</span></li><li><span>Look at how errors are distributed, not just how many there are.</span></li><li><span>Give people a way to challenge an outcome.</span></li></ul><h2 id="in-operation">In operation</h2><ul><li><span>Keep a human in the loop for consequential decisions.</span></li><li><span>Monitor for drift and for new misuse.</span></li><li><span>Keep records so decisions can be explained and audited.</span></li><li><span>Review the system on a schedule, and when the law or the use changes.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>NIST. AI Risk Management Framework (AI RMF 1.0). nist.gov/itl/ai-risk-management-framework.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>AI Copilots at Work: Where They Help, Where They Fail | IICTP</title><link>https://blogs.iictp.org/ai-copilots-at-work</link><guid isPermaLink="true">https://blogs.iictp.org/ai-copilots-at-work</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>AI copilots draft, summarise, suggest and search. They are strongest when a person is still doing the thinking and can check the output quickly.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>4<!-- --> min read</span></div><h1>AI copilots at work: where they help and where they fail</h1><p><span>AI copilots draft, summarise, suggest and search. They are strongest when a person is still doing the thinking and can check the output quickly.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#where-they-help">Where they help</a></li><li><a href="#where-they-fail">Where they fail</a></li><li><a href="#working-with-one">Working with one</a></li><li><a href="#for-teams">For teams</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#where-they-help">Where they help</a></li><li><a href="#where-they-fail">Where they fail</a></li><li><a href="#working-with-one">Working with one</a></li><li><a href="#for-teams">For teams</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="where-they-help">Where they help</h2><ul><li><span>First drafts of text and code that a person will review.</span></li><li><span>Summarising long material the person could read if needed.</span></li><li><span>Boilerplate, translation and format changes.</span></li><li><span>Searching and explaining unfamiliar material.</span></li></ul><h2 id="where-they-fail">Where they fail</h2><ul><li><span>Confident, wrong answers, especially on specifics.</span></li><li><span>Work that needs context the tool cannot see.</span></li><li><span>Anything where checking is as slow as doing.</span></li><li><span>Subtle errors in code, numbers and citations.</span></li></ul><h2 id="working-with-one">Working with one</h2><ol><li><span>Ask for a draft, not a final.</span></li><li><span>Check every fact, figure and reference you will rely on.</span></li><li><span>Run and test generated code like any other code.</span></li><li><span>Keep sensitive data out unless your organisation has approved the tool.</span></li></ol><h2 id="for-teams">For teams</h2><p><span>Agree what the tools may be used for, what must be reviewed, and who is accountable. See </span><a href="/applied-ai-verify-what-the-machine-produces">applied AI: verify what the machine produces</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK, Applied AI &amp; Emerging Tech Integration. iictp.org/standards/tpbok.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LangChain and LangGraph Explained: What Practitioners Actually Need to Know | IICTP</title><link>https://blogs.iictp.org/langchain-and-langgraph-what-practitioners-need</link><guid isPermaLink="true">https://blogs.iictp.org/langchain-and-langgraph-what-practitioners-need</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>LangChain and LangGraph are open-source libraries for building applications around language models. They are tools, not requirements; knowing what they do helps you decide whether you need them.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>LangChain and LangGraph: what practitioners need to know</h1><p><span>LangChain and LangGraph are open-source libraries for building applications around language models. They are tools, not requirements; knowing what they do helps you decide whether you need them.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-they-do">What they do</a></li><li><a href="#what-they-save-you">What they save you</a></li><li><a href="#what-they-cost-you">What they cost you</a></li><li><a href="#a-sensible-rule">A sensible rule</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-they-do">What they do</a></li><li><a href="#what-they-save-you">What they save you</a></li><li><a href="#what-they-cost-you">What they cost you</a></li><li><a href="#a-sensible-rule">A sensible rule</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-they-do">What they do</h2><ul><li><span></span><strong>LangChain</strong><span> provides building blocks: model wrappers, prompt templates, retrievers and tool interfaces.</span></li><li><span></span><strong>LangGraph</strong><span> models an application as a graph of steps with shared state, which suits agents that loop, branch and wait for people.</span></li></ul><h2 id="what-they-save-you">What they save you</h2><p><span>Common plumbing: connecting to many model providers, loading documents, calling tools and managing state between steps.</span></p><h2 id="what-they-cost-you">What they cost you</h2><ul><li><span>Another layer to learn and to keep up with as it changes.</span></li><li><span>Abstractions can hide what is actually sent to the model, which makes debugging harder.</span></li></ul><h2 id="a-sensible-rule">A sensible rule</h2><p><span>Start with the model provider’s own client and plain code. Adopt a framework when you are repeating the same plumbing, and make sure you can still see every prompt and tool call. The skill that transfers is the design: tools, state, limits and evaluation.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>LangChain documentation. python.langchain.com.</li><li>LangGraph documentation. langchain-ai.github.io/langgraph.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Multimodal AI Explained: How Models Work With Text, Images and Audio | IICTP</title><link>https://blogs.iictp.org/multimodal-ai-explained</link><guid isPermaLink="true">https://blogs.iictp.org/multimodal-ai-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A multimodal model takes more than one kind of input, such as text with images or audio, and can sometimes produce more than one kind of output. It lets a single system read a chart, describe a photo or answer a spoken question.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Applied AI</span><span>26 October 2026</span><span>4<!-- --> min read</span></div><h1>Multimodal AI explained: text, image and audio in one system</h1><p><span>A multimodal model takes more than one kind of input, such as text with images or audio, and can sometimes produce more than one kind of output. It lets a single system read a chart, describe a photo or answer a spoken question.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#typical-uses">Typical uses</a></li><li><a href="#design-points">Design points</a></li><li><a href="#testing">Testing</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#typical-uses">Typical uses</a></li><li><a href="#design-points">Design points</a></li><li><a href="#testing">Testing</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="typical-uses">Typical uses</h2><ul><li><span>Reading documents with tables, forms and diagrams.</span></li><li><span>Describing images for accessibility.</span></li><li><span>Transcribing and summarising audio.</span></li><li><span>Answering questions about a screenshot.</span></li></ul><h2 id="design-points">Design points</h2><ul><li><span></span><strong>Check the input quality.</strong><span> Blurry or cropped images and noisy audio lower accuracy.</span></li><li><span></span><strong>Verify the reading.</strong><span> Extracted numbers from a chart or form should be checked.</span></li><li><span></span><strong>Mind the privacy.</strong><span> Images and audio can contain people and personal data.</span></li><li><span></span><strong>Cost.</strong><span> Images and audio often cost more to process than text.</span></li></ul><h2 id="testing">Testing</h2><p><span>Build an evaluation set from your real inputs, including bad ones, and score extraction and description separately. See </span><a href="/how-to-evaluate-an-llm-application">how to evaluate an LLM application</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/aip">AI Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. AI Practitioner credential page. iictp.org/certifications/aip.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>On-Premise LLMs and Private AI for Regulated Industries (Law, Health, Finance) | IICTP</title><link>https://blogs.iictp.org/private-ai-on-premise-llms-regulated-industries</link><guid isPermaLink="true">https://blogs.iictp.org/private-ai-on-premise-llms-regulated-industries</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Law firms, clinics and financial teams handle material they may not be free to send to an outside service. Running a model on infrastructure you control can keep that material inside your boundary, but it does not make a deployment compliant by itself.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Private AI for regulated industries: on-premise LLMs for law, health and finance</h1><p><span>Law firms, clinics and financial teams handle material they may not be free to send to an outside service. Running a model on infrastructure you control can keep that material inside your boundary, but it does not make a deployment compliant by itself.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#why-organisations-choose-it">Why organisations choose it</a></li><li><a href="#what-you-still-have-to-do">What you still have to do</a></li><li><a href="#questions-to-answer-first">Questions to answer first</a></li><li><a href="#a-note-on-compliance">A note on compliance</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#why-organisations-choose-it">Why organisations choose it</a></li><li><a href="#what-you-still-have-to-do">What you still have to do</a></li><li><a href="#questions-to-answer-first">Questions to answer first</a></li><li><a href="#a-note-on-compliance">A note on compliance</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="why-organisations-choose-it">Why organisations choose it</h2><ul><li><span>Data stays on systems the organisation controls.</span></li><li><span>Data-residency and contract limits are easier to meet.</span></li><li><span>The system can run in a network with no outside access.</span></li><li><span>Costs are predictable once the hardware exists.</span></li></ul><h2 id="what-you-still-have-to-do">What you still have to do</h2><ul><li><span></span><strong>Access control.</strong><span> Restrict who can use the model and what documents it can read.</span></li><li><span></span><strong>Logging and retention.</strong><span> Decide what is recorded, who sees it and for how long.</span></li><li><span></span><strong>Isolation.</strong><span> Segment the network; log and review administrator access.</span></li><li><span></span><strong>Updates.</strong><span> You own patching for the runtime, the drivers and the model.</span></li></ul><h2 id="questions-to-answer-first">Questions to answer first</h2><ol><li><span>What data will the system touch, and under which rules?</span></li><li><span>Who may use it, and for what?</span></li><li><span>What happens when it is wrong, and who checks?</span></li><li><span>Who is accountable for the system?</span></li></ol><h2 id="a-note-on-compliance">A note on compliance</h2><p><span>Regulations differ by country and sector. Ask your compliance or legal team what applies. Nothing in this post is legal advice.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>NIST. AI Risk Management Framework (AI RMF 1.0). nist.gov/itl/ai-risk-management-framework.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Local LLM vs Cloud AI: How to Compare Cost, Privacy and Latency | IICTP</title><link>https://blogs.iictp.org/local-llm-vs-cloud-ai-cost-privacy-latency</link><guid isPermaLink="true">https://blogs.iictp.org/local-llm-vs-cloud-ai-cost-privacy-latency</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The honest answer to “local or cloud?” is a comparison you do with your own numbers. Here is how to set it up, so you do not rely on anyone else’s claims.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Local LLM vs cloud AI: cost, privacy and latency compared</h1><p><span>The honest answer to “local or cloud?” is a comparison you do with your own numbers. Here is how to set it up, so you do not rely on anyone else’s claims.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#cost-compare-the-whole-bill">Cost: compare the whole bill</a></li><li><a href="#privacy">Privacy</a></li><li><a href="#latency">Latency</a></li><li><a href="#how-to-compare">How to compare</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#cost-compare-the-whole-bill">Cost: compare the whole bill</a></li><li><a href="#privacy">Privacy</a></li><li><a href="#latency">Latency</a></li><li><a href="#how-to-compare">How to compare</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="cost-compare-the-whole-bill">Cost: compare the whole bill</h2><ul><li><span></span><strong>Cloud:</strong><span> price per token or request, times your expected volume, plus any minimum commitments.</span></li><li><span></span><strong>Local:</strong><span> hardware, power, hosting, staff time to run and patch it, and the cost of replacing it.</span></li><li><span>A local deployment pays off when use is steady and high; a cloud service often wins when use is low or spiky.</span></li></ul><h2 id="privacy">Privacy</h2><ul><li><span>Local keeps prompts and documents inside your boundary.</span></li><li><span>Cloud can still meet strict needs through contracts and regional options; read the terms.</span></li></ul><h2 id="latency">Latency</h2><ul><li><span>Local removes a network round trip but is limited by your hardware.</span></li><li><span>Cloud offers more powerful models but adds network time and can queue under load.</span></li></ul><h2 id="how-to-compare">How to compare</h2><ol><li><span>Pick a realistic task and 50 real examples.</span></li><li><span>Run both options and score quality.</span></li><li><span>Measure time to first token and total time.</span></li><li><span>Cost out a month of expected use for each.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Local LLM Practitioner credential page. iictp.org/certifications/llmp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LLM Quantization Explained: GGUF, AWQ and Running Large Models on Small Hardware | IICTP</title><link>https://blogs.iictp.org/llm-quantization-explained-gguf-awq</link><guid isPermaLink="true">https://blogs.iictp.org/llm-quantization-explained-gguf-awq</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Quantization stores a model’s weights using fewer bits, so the model takes less memory and often runs faster. The trade-off is some loss of accuracy, which grows as the precision falls.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Quantization explained: GGUF, AWQ and running big models on small hardware</h1><p><span>Quantization stores a model’s weights using fewer bits, so the model takes less memory and often runs faster. The trade-off is some loss of accuracy, which grows as the precision falls.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-idea">The idea</a></li><li><a href="#formats-you-will-meet">Formats you will meet</a></li><li><a href="#choosing-a-level">Choosing a level</a></li><li><a href="#pitfalls">Pitfalls</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-idea">The idea</a></li><li><a href="#formats-you-will-meet">Formats you will meet</a></li><li><a href="#choosing-a-level">Choosing a level</a></li><li><a href="#pitfalls">Pitfalls</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-idea">The idea</h2><p><span>A full-precision weight might use 16 bits. Quantizing to 8 or 4 bits maps each weight to a coarser set of values. Memory falls roughly in proportion: a model at 4 bits needs about a quarter of the weight memory of the same model at 16 bits.</span></p><h2 id="formats-you-will-meet">Formats you will meet</h2><ul><li><span></span><strong>GGUF:</strong><span> a single-file format used by llama.cpp and tools built on it, with many quantization levels.</span></li><li><span></span><strong>AWQ:</strong><span> a method that protects the weights that matter most to the output, designed for GPU inference.</span></li><li><span></span><strong>GPTQ:</strong><span> another post-training method, also aimed at GPU inference.</span></li></ul><h2 id="choosing-a-level">Choosing a level</h2><ol><li><span>Start from the memory you have.</span></li><li><span>Pick the highest precision that fits with room for context.</span></li><li><span>Test on your own examples; compare a lower level against it.</span></li><li><span>Stop lowering when quality drops in ways that matter.</span></li></ol><h2 id="pitfalls">Pitfalls</h2><ul><li><span>Quantization loss shows up unevenly: maths, code and rare languages are often hit first.</span></li><li><span>Leave memory for the context cache, which grows with the conversation.</span></li><li><span>Re-test after changing quantization, like any other change.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Lin et al. “AWQ: Activation-aware Weight Quantization.” arXiv:2306.00978.</li><li>llama.cpp project. github.com/ggml-org/llama.cpp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Best Hardware for Running Local LLMs: GPUs, NPUs and Apple Silicon Explained | IICTP</title><link>https://blogs.iictp.org/hardware-for-local-ai-gpus-npus-apple-silicon</link><guid isPermaLink="true">https://blogs.iictp.org/hardware-for-local-ai-gpus-npus-apple-silicon</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>For local models, the main constraint is memory, followed by memory speed, and only then raw compute. Match the hardware to the model you intend to run, not the other way round.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Choosing hardware for local AI: GPUs, NPUs and Apple Silicon</h1><p><span>For local models, the main constraint is memory, followed by memory speed, and only then raw compute. Match the hardware to the model you intend to run, not the other way round.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-matters-in-order">What matters, in order</a></li><li><a href="#the-families">The families</a></li><li><a href="#sizing-steps">Sizing steps</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-matters-in-order">What matters, in order</a></li><li><a href="#the-families">The families</a></li><li><a href="#sizing-steps">Sizing steps</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-matters-in-order">What matters, in order</h2><ol><li><span></span><strong>Memory capacity:</strong><span> the model has to fit, with room for context.</span></li><li><span></span><strong>Memory bandwidth:</strong><span> generating each token reads the weights, so bandwidth limits speed.</span></li><li><span></span><strong>Compute:</strong><span> matters most for processing long prompts and for serving many users.</span></li><li><span></span><strong>Software support:</strong><span> the runtime must support your hardware.</span></li></ol><h2 id="the-families">The families</h2><ul><li><span></span><strong>Discrete GPUs:</strong><span> the usual choice for servers; fast, with a fixed memory size.</span></li><li><span></span><strong>Apple Silicon:</strong><span> unified memory shared by CPU and GPU lets a laptop or desktop hold large models, at lower speeds than server GPUs.</span></li><li><span></span><strong>NPUs:</strong><span> low-power accelerators in new laptops and phones, good for small models; check what your runtime supports.</span></li><li><span></span><strong>CPU only:</strong><span> workable for small or heavily quantized models and for light use.</span></li></ul><h2 id="sizing-steps">Sizing steps</h2><ol><li><span>Choose the smallest model that passes your tests.</span></li><li><span>Work out its memory at your chosen quantization, plus context.</span></li><li><span>Pick hardware with comfortable headroom.</span></li><li><span>Measure speed on your own prompts before you buy in volume.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Local LLM Practitioner credential page. iictp.org/certifications/llmp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Local RAG: Build Private Document Search With a Local LLM | IICTP</title><link>https://blogs.iictp.org/local-rag-private-document-search</link><guid isPermaLink="true">https://blogs.iictp.org/local-rag-private-document-search</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Combine retrieval with a locally hosted model and you can answer questions from sensitive documents without sending them anywhere. Every component has to run on your side, which is where most of the design work lies.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>RAG on a local LLM: private document search that never leaves your building</h1><p><span>Combine retrieval with a locally hosted model and you can answer questions from sensitive documents without sending them anywhere. Every component has to run on your side, which is where most of the design work lies.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-parts-you-host">The parts you host</a></li><li><a href="#design-points">Design points</a></li><li><a href="#test-it">Test it</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-parts-you-host">The parts you host</a></li><li><a href="#design-points">Design points</a></li><li><a href="#test-it">Test it</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-parts-you-host">The parts you host</h2><ul><li><span>An embedding model to turn text into vectors.</span></li><li><span>A vector store or a search engine.</span></li><li><span>The language model that writes the answer.</span></li><li><span>A thin service that ties them together and enforces permissions.</span></li></ul><h2 id="design-points">Design points</h2><ul><li><span></span><strong>Permissions:</strong><span> retrieve only documents the asking user may see. Do not leave this to the model.</span></li><li><span></span><strong>Ingestion:</strong><span> handle scanned pages, tables and updates.</span></li><li><span></span><strong>Citations:</strong><span> show the passages used so answers can be checked.</span></li><li><span></span><strong>Offline updates:</strong><span> plan how new models and software reach a machine with no internet.</span></li></ul><h2 id="test-it">Test it</h2><p><span>Use real questions and measure retrieval and answers separately. See </span><a href="/rag-explained">RAG explained</a><span> for the pipeline.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Local LLM Practitioner credential page. iictp.org/certifications/llmp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Edge AI Inference Explained: Running Small Language Models on Devices | IICTP</title><link>https://blogs.iictp.org/edge-ai-inference-slms-on-devices</link><guid isPermaLink="true">https://blogs.iictp.org/edge-ai-inference-slms-on-devices</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Edge inference runs a model on or near the device that produces the data: a phone, a gateway, a vehicle, a factory machine. It cuts delay, reduces data sent over the network and keeps working when the connection drops.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Local LLMs</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Edge AI inference: small models on devices, offline and in real time</h1><p><span>Edge inference runs a model on or near the device that produces the data: a phone, a gateway, a vehicle, a factory machine. It cuts delay, reduces data sent over the network and keeps working when the connection drops.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#why-run-at-the-edge">Why run at the edge</a></li><li><a href="#what-you-give-up">What you give up</a></li><li><a href="#making-it-fit">Making it fit</a></li><li><a href="#related-reading">Related reading</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#why-run-at-the-edge">Why run at the edge</a></li><li><a href="#what-you-give-up">What you give up</a></li><li><a href="#making-it-fit">Making it fit</a></li><li><a href="#related-reading">Related reading</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="why-run-at-the-edge">Why run at the edge</h2><ul><li><span>Responses in real time, without a network round trip.</span></li><li><span>Sensitive data stays on the device.</span></li><li><span>Operation continues offline.</span></li><li><span>Less data sent upstream.</span></li></ul><h2 id="what-you-give-up">What you give up</h2><ul><li><span>Smaller models and less capability.</span></li><li><span>Limited memory, power and cooling.</span></li><li><span>Harder updates across many devices.</span></li></ul><h2 id="making-it-fit">Making it fit</h2><ul><li><span>Use a small model suited to one task.</span></li><li><span>Quantize, and test the quality loss.</span></li><li><span>Use the device’s accelerator if its software supports it.</span></li><li><span>Plan updates, rollback and monitoring from the start.</span></li></ul><h2 id="related-reading">Related reading</h2><p><span>See </span><a href="/small-language-models-explained">small language models explained</a><span> and </span><a href="/edge-computing-explained">edge computing explained</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/llmp">Local LLM Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Local LLM Practitioner credential page. iictp.org/certifications/llmp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Multi-Cloud Architecture: Patterns That Work and Lock-In Traps to Avoid | IICTP</title><link>https://blogs.iictp.org/multi-cloud-architecture-patterns-and-lock-in</link><guid isPermaLink="true">https://blogs.iictp.org/multi-cloud-architecture-patterns-and-lock-in</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Using more than one cloud provider can improve resilience, meet regional rules or use a strength of one provider. It also multiplies complexity. Decide why you want it before deciding how.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Multi-cloud architecture: patterns that work and lock-in traps</h1><p><span>Using more than one cloud provider can improve resilience, meet regional rules or use a strength of one provider. It also multiplies complexity. Decide why you want it before deciding how.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#reasons-that-hold-up">Reasons that hold up</a></li><li><a href="#patterns">Patterns</a></li><li><a href="#lock-in-traps">Lock-in traps</a></li><li><a href="#a-decision-test">A decision test</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#reasons-that-hold-up">Reasons that hold up</a></li><li><a href="#patterns">Patterns</a></li><li><a href="#lock-in-traps">Lock-in traps</a></li><li><a href="#a-decision-test">A decision test</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="reasons-that-hold-up">Reasons that hold up</h2><ul><li><span>A regulator or customer requires a particular provider or region.</span></li><li><span>One provider offers a service you genuinely need.</span></li><li><span>An acquisition left you with two clouds.</span></li><li><span>You want a real exit option for a critical workload.</span></li></ul><h2 id="patterns">Patterns</h2><ul><li><span></span><strong>Workload per cloud:</strong><span> each application runs on one cloud, chosen for fit. Simple, and the most common.</span></li><li><span></span><strong>Portable core:</strong><span> containers and open standards for the parts you may move.</span></li><li><span></span><strong>Active-passive recovery:</strong><span> a second cloud holds backups or a standby.</span></li></ul><h2 id="lock-in-traps">Lock-in traps</h2><ul><li><span>Building on a proprietary service without an exit plan.</span></li><li><span>Data that is cheap to enter and costly to leave.</span></li><li><span>Team skills spread too thin across providers.</span></li><li><span>Treating “portable” as free; abstraction layers have a cost too.</span></li></ul><h2 id="a-decision-test">A decision test</h2><p><span>For each dependency, ask what it would cost and how long it would take to replace. Accept lock-in knowingly where the benefit is high, and avoid it where the exit cost is out of proportion.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Cloud Architecture Practitioner credential page. iictp.org/certifications/cap.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>FinOps for Engineers: Cloud Cost Optimization Without Cutting Corners | IICTP</title><link>https://blogs.iictp.org/finops-for-engineers-cloud-cost-optimization</link><guid isPermaLink="true">https://blogs.iictp.org/finops-for-engineers-cloud-cost-optimization</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>FinOps is the practice of making cloud spending visible and shared between engineering, finance and the business. For engineers, it means treating cost as a design property alongside performance and reliability.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>FinOps for engineers: how to cut cloud cost without cutting corners</h1><p><span>FinOps is the practice of making cloud spending visible and shared between engineering, finance and the business. For engineers, it means treating cost as a design property alongside performance and reliability.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#visibility-first">Visibility first</a></li><li><a href="#common-savings">Common savings</a></li><li><a href="#what-not-to-cut">What not to cut</a></li><li><a href="#make-it-a-habit">Make it a habit</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#visibility-first">Visibility first</a></li><li><a href="#common-savings">Common savings</a></li><li><a href="#what-not-to-cut">What not to cut</a></li><li><a href="#make-it-a-habit">Make it a habit</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="visibility-first">Visibility first</h2><ul><li><span>Tag resources by team, service and environment.</span></li><li><span>Report cost per team and per product, not one big bill.</span></li><li><span>Show engineers the cost of what they run.</span></li></ul><h2 id="common-savings">Common savings</h2><ul><li><span></span><strong>Right-size</strong><span> over-provisioned instances and databases.</span></li><li><span></span><strong>Switch off</strong><span> idle and non-production environments out of hours.</span></li><li><span></span><strong>Commit</strong><span> to steady usage through the provider’s discount schemes, only for load you are sure of.</span></li><li><span></span><strong>Choose storage tiers</strong><span> that match access patterns.</span></li><li><span></span><strong>Delete</strong><span> orphaned disks, snapshots and old data.</span></li></ul><h2 id="what-not-to-cut">What not to cut</h2><p><span>Cost cuts that remove backups, redundancy or monitoring save money until the day they matter. Weigh each saving against the risk it adds.</span></p><h2 id="make-it-a-habit">Make it a habit</h2><ol><li><span>Review spend regularly with the people who control it.</span></li><li><span>Set budgets and alerts.</span></li><li><span>Track unit cost, such as cost per customer or per request, not only the total.</span></li><li><span>Review commitments before they renew.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>FinOps Foundation. What is FinOps. finops.org/introduction/what-is-finops/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Kubernetes Cost Allocation: How to Find Which Team Spent What | IICTP</title><link>https://blogs.iictp.org/kubernetes-cost-allocation</link><guid isPermaLink="true">https://blogs.iictp.org/kubernetes-cost-allocation</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A Kubernetes cluster is a shared pool, so the cloud bill does not say which team or product caused it. Allocation means attributing the cluster’s cost back to its users in a way people accept.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Kubernetes cost allocation: finding which team spent what</h1><p><span>A Kubernetes cluster is a shared pool, so the cloud bill does not say which team or product caused it. Allocation means attributing the cluster’s cost back to its users in a way people accept.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-basics">The basics</a></li><li><a href="#the-pitfalls">The pitfalls</a></li><li><a href="#use-the-numbers">Use the numbers</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-basics">The basics</a></li><li><a href="#the-pitfalls">The pitfalls</a></li><li><a href="#use-the-numbers">Use the numbers</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-basics">The basics</h2><ul><li><span>Label every workload with team, service and environment, and enforce it at admission.</span></li><li><span>Attribute cost by the resources each pod requests, and compare it to what it actually uses.</span></li><li><span>Share the cost of common services, such as the control plane and ingress, by an agreed rule.</span></li></ul><h2 id="the-pitfalls">The pitfalls</h2><ul><li><span>Unlabelled workloads pile up in an “unallocated” bucket.</span></li><li><span>Requests set far above real use waste capacity for everyone.</span></li><li><span>Idle capacity has to belong to someone.</span></li></ul><h2 id="use-the-numbers">Use the numbers</h2><ol><li><span>Show each team its own cost.</span></li><li><span>Flag the largest gaps between requested and used resources.</span></li><li><span>Set requests from measured use.</span></li><li><span>Review after each change.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Kubernetes documentation. Resource management for pods and containers. kubernetes.io/docs.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Cloud Landing Zones and Infrastructure as Code: Terraform, Policy-as-Code and Guardrails | IICTP</title><link>https://blogs.iictp.org/cloud-landing-zones-and-infrastructure-as-code</link><guid isPermaLink="true">https://blogs.iictp.org/cloud-landing-zones-and-infrastructure-as-code</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A landing zone is the prepared foundation for an organisation’s cloud accounts: structure, identity, networking, logging and security baselines set up before teams start deploying. Infrastructure as code keeps it repeatable.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Cloud landing zones and IaC: Terraform, policy-as-code and guardrails</h1><p><span>A landing zone is the prepared foundation for an organisation’s cloud accounts: structure, identity, networking, logging and security baselines set up before teams start deploying. Infrastructure as code keeps it repeatable.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-a-landing-zone-sets-up">What a landing zone sets up</a></li><li><a href="#why-code">Why code</a></li><li><a href="#guardrails-not-gates">Guardrails, not gates</a></li><li><a href="#starting-out">Starting out</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-a-landing-zone-sets-up">What a landing zone sets up</a></li><li><a href="#why-code">Why code</a></li><li><a href="#guardrails-not-gates">Guardrails, not gates</a></li><li><a href="#starting-out">Starting out</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-a-landing-zone-sets-up">What a landing zone sets up</h2><ul><li><span>Account or subscription structure, mapped to teams and environments.</span></li><li><span>Central identity and least-privilege access.</span></li><li><span>Network layout and connectivity.</span></li><li><span>Logging, audit trails and monitoring from day one.</span></li><li><span>Baseline security settings.</span></li></ul><h2 id="why-code">Why code</h2><p><span>Describing the environment in code, for example with Terraform, makes changes reviewable, repeatable and reversible. It also removes the drift that builds up when people change things by hand.</span></p><h2 id="guardrails-not-gates">Guardrails, not gates</h2><p><span>Policy as code checks changes against rules automatically: no public storage by default, required tags, approved regions. Teams get fast feedback and a clear reason, instead of waiting for a manual review.</span></p><h2 id="starting-out">Starting out</h2><ol><li><span>Start with the smallest baseline that is safe.</span></li><li><span>Put it under version control and review changes.</span></li><li><span>Add policies as you find real risks.</span></li><li><span>Test changes in a non-production environment first.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>HashiCorp. Terraform documentation. developer.hashicorp.com/terraform.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Running AI Workloads on Kubernetes: GPU Scheduling and Inference Cost | IICTP</title><link>https://blogs.iictp.org/running-ai-workloads-on-kubernetes</link><guid isPermaLink="true">https://blogs.iictp.org/running-ai-workloads-on-kubernetes</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Kubernetes can run model training and inference alongside other services, but GPUs behave differently from CPU and memory, and mistakes with them are expensive.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Running AI workloads on Kubernetes: GPU scheduling and inference cost</h1><p><span>Kubernetes can run model training and inference alongside other services, but GPUs behave differently from CPU and memory, and mistakes with them are expensive.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#gpus-in-a-cluster">GPUs in a cluster</a></li><li><a href="#inference-specifics">Inference specifics</a></li><li><a href="#controlling-cost">Controlling cost</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#gpus-in-a-cluster">GPUs in a cluster</a></li><li><a href="#inference-specifics">Inference specifics</a></li><li><a href="#controlling-cost">Controlling cost</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="gpus-in-a-cluster">GPUs in a cluster</h2><ul><li><span>GPUs are exposed to pods as a resource through a device plugin.</span></li><li><span>A GPU is usually assigned whole to one pod unless sharing is set up.</span></li><li><span>Nodes with GPUs should be tainted so that ordinary workloads do not land on them.</span></li></ul><h2 id="inference-specifics">Inference specifics</h2><ul><li><span>Models are large; loading time affects start-up, so plan scaling carefully.</span></li><li><span>Batching requests raises GPU use but adds delay.</span></li><li><span>Scale on a signal that reflects load, such as queue depth or request rate.</span></li></ul><h2 id="controlling-cost">Controlling cost</h2><ul><li><span>Use the smallest GPU that meets your latency target.</span></li><li><span>Scale to zero where start-up time allows.</span></li><li><span>Watch utilisation; an idle GPU is the costliest waste.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Kubernetes documentation. Schedule GPUs. kubernetes.io/docs/tasks/manage-gpus/scheduling-gpus/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Serverless vs Containers: How to Choose (Cost, Control and Operations) | IICTP</title><link>https://blogs.iictp.org/serverless-vs-containers</link><guid isPermaLink="true">https://blogs.iictp.org/serverless-vs-containers</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Serverless and containers are two ways to run code without managing physical servers. They trade control for convenience in different amounts.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Cloud</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Serverless vs containers: a cost-and-control comparison</h1><p><span>Serverless and containers are two ways to run code without managing physical servers. They trade control for convenience in different amounts.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#serverless-functions">Serverless functions</a></li><li><a href="#containers">Containers</a></li><li><a href="#how-to-choose">How to choose</a></li><li><a href="#it-is-not-either-or">It is not either/or</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#serverless-functions">Serverless functions</a></li><li><a href="#containers">Containers</a></li><li><a href="#how-to-choose">How to choose</a></li><li><a href="#it-is-not-either-or">It is not either/or</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="serverless-functions">Serverless functions</h2><ul><li><span>You supply code; the provider runs it on demand and scales it, including to zero.</span></li><li><span>You pay for use, which suits spiky or occasional load.</span></li><li><span>Limits on run time, memory and start-up latency apply.</span></li></ul><h2 id="containers">Containers</h2><ul><li><span>You package the application with its dependencies and run it on a platform you configure.</span></li><li><span>More control over runtime, networking and long-running work.</span></li><li><span>More to operate, and you pay for capacity while it runs.</span></li></ul><h2 id="how-to-choose">How to choose</h2><ol><li><span>Short, event-driven, spiky work leans towards serverless.</span></li><li><span>Steady, long-running or specialised work leans towards containers.</span></li><li><span>Check limits and start-up behaviour against your latency needs.</span></li><li><span>Estimate cost at your real volume before deciding.</span></li></ol><h2 id="it-is-not-either-or">It is not either/or</h2><p><span>Many systems use both. Pick per workload, and keep the boundaries clean so you can move one later.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cap">Cloud Architecture Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Cloud Architecture Practitioner credential page. iictp.org/certifications/cap.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>What Is Platform Engineering? Why Teams Build Internal Platforms | IICTP</title><link>https://blogs.iictp.org/what-is-platform-engineering</link><guid isPermaLink="true">https://blogs.iictp.org/what-is-platform-engineering</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Platform engineering builds the shared tools and paved roads that product teams use to ship software. The aim is that a team can create, deploy and run a service without becoming experts in every layer underneath it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Platform engineering explained: why it is replacing the DevOps team</h1><p><span>Platform engineering builds the shared tools and paved roads that product teams use to ship software. The aim is that a team can create, deploy and run a service without becoming experts in every layer underneath it.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-problem-it-answers">The problem it answers</a></li><li><a href="#what-a-platform-team-provides">What a platform team provides</a></li><li><a href="#how-it-differs-from-a-devops-team">How it differs from a DevOps team</a></li><li><a href="#making-it-work">Making it work</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-problem-it-answers">The problem it answers</a></li><li><a href="#what-a-platform-team-provides">What a platform team provides</a></li><li><a href="#how-it-differs-from-a-devops-team">How it differs from a DevOps team</a></li><li><a href="#making-it-work">Making it work</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-problem-it-answers">The problem it answers</h2><p><span>When every team assembles its own pipelines, infrastructure and monitoring, the cognitive load is high and the results are inconsistent. A platform removes the repeated work and puts good defaults in one place.</span></p><h2 id="what-a-platform-team-provides">What a platform team provides</h2><ul><li><span>Self-service creation of services, environments and pipelines.</span></li><li><span>Standard, secure and observable defaults.</span></li><li><span>Documentation and support for the people who use it.</span></li></ul><h2 id="how-it-differs-from-a-devops-team">How it differs from a DevOps team</h2><p><span>DevOps is a way of working that joins development and operations. A platform team is a team that builds a product for developers. The two fit together: the platform makes the DevOps practices easy to follow.</span></p><h2 id="making-it-work">Making it work</h2><ul><li><span>Treat developers as customers and ask them what slows them down.</span></li><li><span>Make the right path the easiest path, rather than mandating it.</span></li><li><span>Measure whether teams actually use it and ship faster.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>CNCF Platforms White Paper. tag-app-delivery.cncf.io/whitepapers/platforms/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>DORA Metrics Explained: The Four Software Delivery Measures | IICTP</title><link>https://blogs.iictp.org/dora-metrics-explained</link><guid isPermaLink="true">https://blogs.iictp.org/dora-metrics-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The DORA research programme identified a small set of measures that describe how well a team delivers software: two for speed and two for stability. They are useful as a conversation starter, and harmful when used as targets to rank people.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>DORA metrics explained: the four measures of software delivery</h1><p><span>The DORA research programme identified a small set of measures that describe how well a team delivers software: two for speed and two for stability. They are useful as a conversation starter, and harmful when used as targets to rank people.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-four-measures">The four measures</a></li><li><a href="#what-they-tell-you">What they tell you</a></li><li><a href="#using-them-well">Using them well</a></li><li><a href="#improving-them">Improving them</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-four-measures">The four measures</a></li><li><a href="#what-they-tell-you">What they tell you</a></li><li><a href="#using-them-well">Using them well</a></li><li><a href="#improving-them">Improving them</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-four-measures">The four measures</h2><ul><li><span></span><strong>Deployment frequency:</strong><span> how often you deploy to production.</span></li><li><span></span><strong>Lead time for changes:</strong><span> how long a change takes from commit to production.</span></li><li><span></span><strong>Change failure rate:</strong><span> the share of deployments that cause a failure needing a fix.</span></li><li><span></span><strong>Time to restore service:</strong><span> how long it takes to recover from a failure.</span></li></ul><h2 id="what-they-tell-you">What they tell you</h2><p><span>Speed and stability tend to move together in strong teams, which is why small, frequent, well-tested changes work. The measures show where the pipeline is slow or fragile.</span></p><h2 id="using-them-well">Using them well</h2><ul><li><span>Measure per service or team to find bottlenecks, not to compare people.</span></li><li><span>Look at trends, not single readings.</span></li><li><span>Pair them with how the team feels about its work.</span></li><li><span>Beware gaming: a number made into a target stops measuring what it did.</span></li></ul><h2 id="improving-them">Improving them</h2><p><span>Shorten feedback loops, automate tests and deployment, keep changes small and practise recovery. See </span><a href="/speed-and-stability-engineering-governance">speed and stability are not a trade-off</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>DORA. Software delivery performance metrics. dora.dev/guides/dora-metrics.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Internal Developer Platforms Explained: Golden Paths, Self-Service and Backstage | IICTP</title><link>https://blogs.iictp.org/internal-developer-platforms-golden-paths</link><guid isPermaLink="true">https://blogs.iictp.org/internal-developer-platforms-golden-paths</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>An internal developer platform (IDP) is the set of tools and workflows a company offers its developers so they can build and run services with little friction. The user-facing part is often a developer portal.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Internal developer platforms: golden paths, self-service and Backstage</h1><p><span>An internal developer platform (IDP) is the set of tools and workflows a company offers its developers so they can build and run services with little friction. The user-facing part is often a developer portal.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#golden-paths">Golden paths</a></li><li><a href="#self-service">Self-service</a></li><li><a href="#the-portal">The portal</a></li><li><a href="#pitfalls">Pitfalls</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#golden-paths">Golden paths</a></li><li><a href="#self-service">Self-service</a></li><li><a href="#the-portal">The portal</a></li><li><a href="#pitfalls">Pitfalls</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="golden-paths">Golden paths</h2><p><span>A golden path is a well-supported way of doing a common task, such as creating a new service with a pipeline, monitoring and security checks already in place. Teams can leave the path, but the path is the easiest option.</span></p><h2 id="self-service">Self-service</h2><p><span>Developers should be able to create what they need without raising a ticket and waiting. Guardrails in the platform, rather than approval queues, keep this safe.</span></p><h2 id="the-portal">The portal</h2><p><span>Backstage, an open-source framework originally from Spotify and now part of the CNCF, is a common basis for a developer portal: a catalogue of services, templates for new ones and links to documentation.</span></p><h2 id="pitfalls">Pitfalls</h2><ul><li><span>Building a portal before there is anything worth putting in it.</span></li><li><span>A platform nobody asked for.</span></li><li><span>Mandating use rather than earning it.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Backstage. backstage.io.</li><li>CNCF Platforms White Paper. tag-app-delivery.cncf.io/whitepapers/platforms/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Developer Experience (DevEx) and the SPACE Framework Explained Practically | IICTP</title><link>https://blogs.iictp.org/developer-experience-and-the-space-framework</link><guid isPermaLink="true">https://blogs.iictp.org/developer-experience-and-the-space-framework</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Developer experience (DevEx) is how it feels to do development work in your organisation: how quickly feedback arrives, how clear the work is and how much gets in the way. The SPACE framework offers a way to measure productivity without reducing it to one number.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Developer experience and the SPACE framework, practically</h1><p><span>Developer experience (DevEx) is how it feels to do development work in your organisation: how quickly feedback arrives, how clear the work is and how much gets in the way. The SPACE framework offers a way to measure productivity without reducing it to one number.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-five-dimensions-of-space">The five dimensions of SPACE</a></li><li><a href="#the-key-idea">The key idea</a></li><li><a href="#practical-steps">Practical steps</a></li><li><a href="#what-to-avoid">What to avoid</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-five-dimensions-of-space">The five dimensions of SPACE</a></li><li><a href="#the-key-idea">The key idea</a></li><li><a href="#practical-steps">Practical steps</a></li><li><a href="#what-to-avoid">What to avoid</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-five-dimensions-of-space">The five dimensions of SPACE</h2><ul><li><span></span><strong>Satisfaction and well-being.</strong><span></span></li><li><span></span><strong>Performance:</strong><span> outcomes of the work.</span></li><li><span></span><strong>Activity:</strong><span> counts of actions, such as commits or reviews.</span></li><li><span></span><strong>Communication and collaboration.</strong><span></span></li><li><span></span><strong>Efficiency and flow:</strong><span> time without interruption or waiting.</span></li></ul><h2 id="the-key-idea">The key idea</h2><p><span>No single measure captures productivity. Use several across more than one dimension, and include what people say as well as what systems record.</span></p><h2 id="practical-steps">Practical steps</h2><ol><li><span>Ask developers what slows them down most.</span></li><li><span>Measure waiting: builds, reviews, environment provisioning.</span></li><li><span>Fix the biggest friction first.</span></li><li><span>Re-measure and share the result.</span></li></ol><h2 id="what-to-avoid">What to avoid</h2><p><span>Using activity counts, such as lines of code or commits, to judge individuals. They are easy to count and misleading to read.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Forsgren et al. “The SPACE of Developer Productivity.” ACM Queue, 2021.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>GitOps Explained: Argo CD, Flux and Policy-as-Code in Practice | IICTP</title><link>https://blogs.iictp.org/gitops-in-practice</link><guid isPermaLink="true">https://blogs.iictp.org/gitops-in-practice</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>GitOps keeps the desired state of a system in Git and uses an automated agent to make the real system match it. Changes happen by pull request, and the history of Git becomes the audit trail.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>GitOps in practice: Argo CD, Flux and policy-as-code</h1><p><span>GitOps keeps the desired state of a system in Git and uses an automated agent to make the real system match it. Changes happen by pull request, and the history of Git becomes the audit trail.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-principles">The principles</a></li><li><a href="#the-tools">The tools</a></li><li><a href="#benefits">Benefits</a></li><li><a href="#adding-policy">Adding policy</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-principles">The principles</a></li><li><a href="#the-tools">The tools</a></li><li><a href="#benefits">Benefits</a></li><li><a href="#adding-policy">Adding policy</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-principles">The principles</h2><ul><li><span>The desired state is declared, for example as Kubernetes manifests.</span></li><li><span>It is stored in Git and versioned.</span></li><li><span>An agent in the cluster pulls changes and applies them.</span></li><li><span>The agent keeps correcting drift.</span></li></ul><h2 id="the-tools">The tools</h2><p><span>Argo CD and Flux are two widely used CNCF projects that do this for Kubernetes. They watch a repository and reconcile the cluster with it.</span></p><h2 id="benefits">Benefits</h2><ul><li><span>Every change is reviewed and recorded.</span></li><li><span>Rollback is a revert.</span></li><li><span>Rebuilding an environment is repeatable.</span></li></ul><h2 id="adding-policy">Adding policy</h2><p><span>Policy-as-code tools check changes against rules before they are applied, for example blocking images from unapproved registries. Keep secrets out of Git, and use a secrets manager instead.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenGitOps. GitOps Principles. opengitops.dev.</li><li>Argo CD. argo-cd.readthedocs.io.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Platform as a Product: How to Treat Developers as Customers | IICTP</title><link>https://blogs.iictp.org/platform-as-a-product</link><guid isPermaLink="true">https://blogs.iictp.org/platform-as-a-product</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Internal platforms fail most often because nobody uses them. Treating the platform as a product, with customers, a roadmap and feedback, is the usual remedy.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>4<!-- --> min read</span></div><h1>Platform as a product: treating developers as customers</h1><p><span>Internal platforms fail most often because nobody uses them. Treating the platform as a product, with customers, a roadmap and feedback, is the usual remedy.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-changes">What changes</a></li><li><a href="#product-habits">Product habits</a></li><li><a href="#warning-signs">Warning signs</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-changes">What changes</a></li><li><a href="#product-habits">Product habits</a></li><li><a href="#warning-signs">Warning signs</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-changes">What changes</h2><ul><li><span>You talk to your users regularly.</span></li><li><span>You have a roadmap based on their problems.</span></li><li><span>You measure adoption and satisfaction.</span></li><li><span>You support and document what you build.</span></li></ul><h2 id="product-habits">Product habits</h2><ul><li><span>A named owner for the platform.</span></li><li><span>A short list of problems it will solve, and a longer list it will not.</span></li><li><span>Release notes and a way to ask for help.</span></li><li><span>The courage to retire features nobody uses.</span></li></ul><h2 id="warning-signs">Warning signs</h2><ul><li><span>Teams build workarounds instead of using it.</span></li><li><span>Support questions about the same things repeat.</span></li><li><span>Adoption only happens because it was mandated.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>CNCF Platforms White Paper. tag-app-delivery.cncf.io/whitepapers/platforms/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Engineering Governance Without Bureaucracy: Guardrails, Not Gates | IICTP</title><link>https://blogs.iictp.org/engineering-governance-guardrails-not-gates</link><guid isPermaLink="true">https://blogs.iictp.org/engineering-governance-guardrails-not-gates</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Governance exists to manage risk, not to slow work down. A gate stops everything until someone approves it. A guardrail lets work continue at speed but keeps it from going somewhere dangerous.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Delivery</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Engineering governance without bureaucracy: guardrails, not gates</h1><p><span>Governance exists to manage risk, not to slow work down. A gate stops everything until someone approves it. A guardrail lets work continue at speed but keeps it from going somewhere dangerous.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#gate-or-guardrail">Gate or guardrail?</a></li><li><a href="#what-to-automate">What to automate</a></li><li><a href="#keep-humans-for-the-hard-calls">Keep humans for the hard calls</a></li><li><a href="#test-your-governance">Test your governance</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#gate-or-guardrail">Gate or guardrail?</a></li><li><a href="#what-to-automate">What to automate</a></li><li><a href="#keep-humans-for-the-hard-calls">Keep humans for the hard calls</a></li><li><a href="#test-your-governance">Test your governance</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="gate-or-guardrail">Gate or guardrail?</h2><ul><li><span></span><strong>Gate:</strong><span> a manual approval before every change. Slow, and people learn to route around it.</span></li><li><span></span><strong>Guardrail:</strong><span> an automatic check built into the pipeline. Fast, consistent and visible.</span></li></ul><h2 id="what-to-automate">What to automate</h2><ul><li><span>Security and licence scanning.</span></li><li><span>Required tests and reviews.</span></li><li><span>Infrastructure and configuration policies.</span></li><li><span>Records of who changed what, and when.</span></li></ul><h2 id="keep-humans-for-the-hard-calls">Keep humans for the hard calls</h2><p><span>Reserve manual review for decisions that carry real risk and cannot be checked by a rule, such as a significant architecture change or a new type of data use.</span></p><h2 id="test-your-governance">Test your governance</h2><p><span>If a rule has no owner, no stated purpose and no way to ask for an exception, remove it or fix it. Review rules on a schedule. See </span><a href="/speed-and-stability-engineering-governance">speed and stability are not a trade-off</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/adp">Agile Delivery Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK, Engineering Governance &amp; Agile Delivery. iictp.org/standards/tpbok.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Edge Computing Explained: When to Process at the Edge vs the Cloud | IICTP</title><link>https://blogs.iictp.org/edge-computing-explained</link><guid isPermaLink="true">https://blogs.iictp.org/edge-computing-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Edge computing processes data close to where it is produced instead of sending everything to a distant data centre. The question is rarely edge or cloud, but which work belongs where.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Edge computing explained: when to process at the edge and when in the cloud</h1><p><span>Edge computing processes data close to where it is produced instead of sending everything to a distant data centre. The question is rarely edge or cloud, but which work belongs where.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#reasons-to-process-at-the-edge">Reasons to process at the edge</a></li><li><a href="#reasons-to-use-the-cloud">Reasons to use the cloud</a></li><li><a href="#a-common-split">A common split</a></li><li><a href="#costs-to-plan-for">Costs to plan for</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#reasons-to-process-at-the-edge">Reasons to process at the edge</a></li><li><a href="#reasons-to-use-the-cloud">Reasons to use the cloud</a></li><li><a href="#a-common-split">A common split</a></li><li><a href="#costs-to-plan-for">Costs to plan for</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="reasons-to-process-at-the-edge">Reasons to process at the edge</h2><ul><li><span></span><strong>Latency:</strong><span> a decision that must happen in milliseconds cannot wait for a round trip.</span></li><li><span></span><strong>Bandwidth:</strong><span> sending raw video or sensor streams is costly; send results.</span></li><li><span></span><strong>Resilience:</strong><span> the site keeps running if the link fails.</span></li><li><span></span><strong>Privacy:</strong><span> keep raw data local.</span></li></ul><h2 id="reasons-to-use-the-cloud">Reasons to use the cloud</h2><ul><li><span>Large-scale storage and analytics across many sites.</span></li><li><span>Training models and fleet-wide reporting.</span></li><li><span>Easier management and elastic capacity.</span></li></ul><h2 id="a-common-split">A common split</h2><p><span>Do the time-critical work and first filtering at the edge, and send summaries and exceptions to the cloud. Design for disconnected operation, and for catching up when the link returns.</span></p><h2 id="costs-to-plan-for">Costs to plan for</h2><p><span>More sites mean more hardware to install, secure, monitor and update. Count that operational load before choosing the edge.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. IoT &amp; Embedded Systems Practitioner credential page. iictp.org/certifications/iesp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>IoT Security Best Practices: Common Failures and How to Avoid Them | IICTP</title><link>https://blogs.iictp.org/iot-security-best-practices</link><guid isPermaLink="true">https://blogs.iictp.org/iot-security-best-practices</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Connected devices are hard to secure: they are numerous, long-lived, physically exposed and often hard to update. These are common failures and the habits that prevent them.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>IoT security: ten failures that lead to real breaches, and how to avoid them</h1><p><span>Connected devices are hard to secure: they are numerous, long-lived, physically exposed and often hard to update. These are common failures and the habits that prevent them.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#ten-failures-to-design-out">Ten failures to design out</a></li><li><a href="#what-to-do-instead">What to do instead</a></li><li><a href="#standards-to-read">Standards to read</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#ten-failures-to-design-out">Ten failures to design out</a></li><li><a href="#what-to-do-instead">What to do instead</a></li><li><a href="#standards-to-read">Standards to read</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="ten-failures-to-design-out">Ten failures to design out</h2><ol><li><span>Default or shared passwords.</span></li><li><span>No way to update firmware, or updates that are not signed.</span></li><li><span>Services left open that the device does not need.</span></li><li><span>Unencrypted communication.</span></li><li><span>Secrets and keys stored in plain text on the device.</span></li><li><span>No device identity, so a fake device can join.</span></li><li><span>Flat networks where one compromised device reaches everything.</span></li><li><span>No logging or alerting from the fleet.</span></li><li><span>No plan for end of life, so old devices stay online unpatched.</span></li><li><span>Security treated as a launch task rather than a lifecycle one.</span></li></ol><h2 id="what-to-do-instead">What to do instead</h2><ul><li><span>Give every device a unique identity and credentials.</span></li><li><span>Sign firmware and verify it at boot.</span></li><li><span>Segment networks and allow only what is needed.</span></li><li><span>Encrypt data in transit and at rest.</span></li><li><span>Monitor the fleet and be ready to revoke a device.</span></li></ul><h2 id="standards-to-read">Standards to read</h2><p><span>ETSI EN 303 645 and the OWASP IoT guidance set out baseline practices for consumer and general IoT.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>ETSI EN 303 645. Cyber Security for Consumer Internet of Things. etsi.org.</li><li>OWASP. Internet of Things Project. owasp.org/www-project-internet-of-things/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>OTA Firmware Updates Done Right: Safe Delivery to Devices at Scale | IICTP</title><link>https://blogs.iictp.org/ota-firmware-updates-done-right</link><guid isPermaLink="true">https://blogs.iictp.org/ota-firmware-updates-done-right</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Over-the-air (OTA) updates let you fix and improve devices after they ship. They are also the most dangerous thing you do to a fleet: a bad update can brick thousands of devices at once.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>OTA updates done right: safe firmware delivery at scale</h1><p><span>Over-the-air (OTA) updates let you fix and improve devices after they ship. They are also the most dangerous thing you do to a fleet: a bad update can brick thousands of devices at once.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#requirements">Requirements</a></li><li><a href="#rolling-out">Rolling out</a></li><li><a href="#plan-for-the-field">Plan for the field</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#requirements">Requirements</a></li><li><a href="#rolling-out">Rolling out</a></li><li><a href="#plan-for-the-field">Plan for the field</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="requirements">Requirements</h2><ul><li><span></span><strong>Signed images,</strong><span> verified by the device before use.</span></li><li><span></span><strong>Rollback:</strong><span> keep the previous version and return to it if the new one fails.</span></li><li><span></span><strong>Atomic updates,</strong><span> so a power cut mid-update cannot leave a half-written device.</span></li><li><span></span><strong>Version checks,</strong><span> to stop downgrade attacks.</span></li></ul><h2 id="rolling-out">Rolling out</h2><ol><li><span>Test on a bench and on a small internal group.</span></li><li><span>Release to a small share of the fleet and watch health.</span></li><li><span>Widen in stages; pause automatically on failures.</span></li><li><span>Keep the ability to stop an update quickly.</span></li></ol><h2 id="plan-for-the-field">Plan for the field</h2><p><span>Devices have weak or intermittent links, low battery and limited storage. Make downloads resumable, schedule them for safe moments and report status back.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IETF RFC 9019. A Firmware Update Architecture for Internet of Things. rfc-editor.org/rfc/rfc9019.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Digital Twins and Predictive Maintenance in Manufacturing Explained | IICTP</title><link>https://blogs.iictp.org/digital-twins-and-predictive-maintenance</link><guid isPermaLink="true">https://blogs.iictp.org/digital-twins-and-predictive-maintenance</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A digital twin is a software model of a physical asset, kept up to date with data from sensors. Predictive maintenance uses that data to spot when a machine is likely to fail, so it can be fixed on your schedule rather than the machine’s.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Digital twins in manufacturing: predictive maintenance that pays</h1><p><span>A digital twin is a software model of a physical asset, kept up to date with data from sensors. Predictive maintenance uses that data to spot when a machine is likely to fail, so it can be fixed on your schedule rather than the machine’s.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#how-it-works">How it works</a></li><li><a href="#what-makes-it-pay">What makes it pay</a></li><li><a href="#where-it-goes-wrong">Where it goes wrong</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#how-it-works">How it works</a></li><li><a href="#what-makes-it-pay">What makes it pay</a></li><li><a href="#where-it-goes-wrong">Where it goes wrong</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="how-it-works">How it works</h2><ul><li><span>Sensors report vibration, temperature, current and other signals.</span></li><li><span>The data flows to a model of the asset.</span></li><li><span>The model compares current behaviour with normal and with known failure patterns.</span></li><li><span>Maintenance is triggered by condition, not only by the calendar.</span></li></ul><h2 id="what-makes-it-pay">What makes it pay</h2><ul><li><span>Pick assets where failure is costly and gives warning.</span></li><li><span>Start with a clear failure mode and enough history to learn from.</span></li><li><span>Connect predictions to a maintenance process that acts on them.</span></li></ul><h2 id="where-it-goes-wrong">Where it goes wrong</h2><ul><li><span>Not enough failure examples to learn from.</span></li><li><span>Alerts that nobody trusts because of false alarms.</span></li><li><span>A model with no owner, drifting as equipment and conditions change.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>ISO 23247 series. Digital twin framework for manufacturing. iso.org.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>MQTT vs HTTP vs CoAP: How to Choose an IoT Protocol | IICTP</title><link>https://blogs.iictp.org/mqtt-vs-http-vs-coap</link><guid isPermaLink="true">https://blogs.iictp.org/mqtt-vs-http-vs-coap</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>The right protocol depends on the device, the network and how data needs to flow. Here are the three you will meet most often.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>MQTT vs HTTP vs CoAP: choosing an IoT protocol</h1><p><span>The right protocol depends on the device, the network and how data needs to flow. Here are the three you will meet most often.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#mqtt">MQTT</a></li><li><a href="#http">HTTP</a></li><li><a href="#coap">CoAP</a></li><li><a href="#choosing">Choosing</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#mqtt">MQTT</a></li><li><a href="#http">HTTP</a></li><li><a href="#coap">CoAP</a></li><li><a href="#choosing">Choosing</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="mqtt">MQTT</h2><p><span>A lightweight publish/subscribe protocol that runs over TCP and routes messages through a broker. It offers three delivery levels (at most once, at least once, exactly once) and suits many devices sending small messages on unreliable links.</span></p><h2 id="http">HTTP</h2><p><span>The web’s request/response protocol. Universally supported and easy to debug, but heavier for tiny devices and not designed for pushing messages to them.</span></p><h2 id="coap">CoAP</h2><p><span>A protocol modelled on HTTP but built for constrained devices and networks, running over UDP. It keeps the familiar request/response style with a much smaller footprint.</span></p><h2 id="choosing">Choosing</h2><ol><li><span>Many devices, small frequent messages, need to push to devices: MQTT.</span></li><li><span>Existing web infrastructure and larger, less frequent exchanges: HTTP.</span></li><li><span>Very constrained devices and lossy networks: CoAP.</span></li><li><span>Whichever you choose, secure it with TLS or DTLS and authenticate devices.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OASIS. MQTT Version 5.0. docs.oasis-open.org/mqtt/mqtt/v5.0/.</li><li>IETF RFC 7252. The Constrained Application Protocol (CoAP). rfc-editor.org/rfc/rfc7252.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>TinyML Explained: Running Machine Learning Models on Microcontrollers | IICTP</title><link>https://blogs.iictp.org/tinyml-embedded-ai</link><guid isPermaLink="true">https://blogs.iictp.org/tinyml-embedded-ai</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>TinyML runs machine-learning models on microcontrollers with very little memory and power. It suits simple, always-on tasks such as detecting a keyword, a vibration pattern or an anomaly in a sensor stream.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>IoT &amp; edge</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Embedded AI and TinyML: running models on microcontrollers</h1><p><span>TinyML runs machine-learning models on microcontrollers with very little memory and power. It suits simple, always-on tasks such as detecting a keyword, a vibration pattern or an anomaly in a sensor stream.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#why-do-it">Why do it</a></li><li><a href="#making-a-model-fit">Making a model fit</a></li><li><a href="#limits">Limits</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#why-do-it">Why do it</a></li><li><a href="#making-a-model-fit">Making a model fit</a></li><li><a href="#limits">Limits</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="why-do-it">Why do it</h2><ul><li><span>Responds immediately, without a network.</span></li><li><span>Uses very little power, so it can run on a battery for a long time.</span></li><li><span>Raw data, such as audio, never leaves the device.</span></li></ul><h2 id="making-a-model-fit">Making a model fit</h2><ul><li><span>Choose a small architecture for one narrow task.</span></li><li><span>Quantize the model to 8-bit integers.</span></li><li><span>Convert it with a runtime built for microcontrollers, such as TensorFlow Lite for Microcontrollers.</span></li><li><span>Measure memory, speed and energy on the real chip.</span></li></ul><h2 id="limits">Limits</h2><p><span>Models are small and capabilities limited. Updating them in the field is harder than updating a cloud service, so plan for it. Test on the real sensor data and in the real environment, since a model can behave differently away from the lab.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/iesp">IoT &amp; Embedded Systems Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>TensorFlow Lite for Microcontrollers. tensorflow.org/lite/microcontrollers.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>OpenTelemetry Explained: One Open Standard for Traces, Metrics and Logs | IICTP</title><link>https://blogs.iictp.org/opentelemetry-explained</link><guid isPermaLink="true">https://blogs.iictp.org/opentelemetry-explained</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>OpenTelemetry (OTel) is an open-source, vendor-neutral set of APIs, SDKs and tools for producing and exporting telemetry. It is a project of the Cloud Native Computing Foundation. Instrument once, and send the data to the backend you choose.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>OpenTelemetry explained: one standard for traces, metrics and logs</h1><p><span>OpenTelemetry (OTel) is an open-source, vendor-neutral set of APIs, SDKs and tools for producing and exporting telemetry. It is a project of the Cloud Native Computing Foundation. Instrument once, and send the data to the backend you choose.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-three-signals">The three signals</a></li><li><a href="#the-pieces">The pieces</a></li><li><a href="#why-it-matters">Why it matters</a></li><li><a href="#getting-started">Getting started</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-three-signals">The three signals</a></li><li><a href="#the-pieces">The pieces</a></li><li><a href="#why-it-matters">Why it matters</a></li><li><a href="#getting-started">Getting started</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-three-signals">The three signals</h2><ul><li><span></span><strong>Traces:</strong><span> the path of one request through many services.</span></li><li><span></span><strong>Metrics:</strong><span> numbers over time, such as request rate or error rate.</span></li><li><span></span><strong>Logs:</strong><span> records of events.</span></li></ul><h2 id="the-pieces">The pieces</h2><ul><li><span></span><strong>APIs and SDKs</strong><span> for your language, to create telemetry in code.</span></li><li><span></span><strong>Auto-instrumentation</strong><span> for common libraries.</span></li><li><span></span><strong>OTLP,</strong><span> the protocol for sending telemetry.</span></li><li><span></span><strong>The Collector,</strong><span> a service that receives, processes and forwards telemetry to one or more backends.</span></li></ul><h2 id="why-it-matters">Why it matters</h2><p><span>Because the instrumentation is standard, switching or adding a backend does not mean re-instrumenting every service. That lowers lock-in and makes consistent telemetry across teams realistic.</span></p><h2 id="getting-started">Getting started</h2><ol><li><span>Pick one service and add auto-instrumentation.</span></li><li><span>Run a Collector and send data to a backend.</span></li><li><span>Add custom spans for your key business operations.</span></li><li><span>Agree naming conventions across teams.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenTelemetry. What is OpenTelemetry? opentelemetry.io/docs/what-is-opentelemetry/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Observability Cost Reduction: Cut Telemetry Spend Without Losing Visibility | IICTP</title><link>https://blogs.iictp.org/observability-cost-reduction</link><guid isPermaLink="true">https://blogs.iictp.org/observability-cost-reduction</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Telemetry grows faster than the system it describes unless someone manages it. The goal is not to collect less for its own sake, but to keep the data that helps you make decisions and drop the rest.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Observability costs too much: how teams cut telemetry spend without going blind</h1><p><span>Telemetry grows faster than the system it describes unless someone manages it. The goal is not to collect less for its own sake, but to keep the data that helps you make decisions and drop the rest.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#where-the-money-goes">Where the money goes</a></li><li><a href="#practical-levers">Practical levers</a></li><li><a href="#stay-safe">Stay safe</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#where-the-money-goes">Where the money goes</a></li><li><a href="#practical-levers">Practical levers</a></li><li><a href="#stay-safe">Stay safe</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="where-the-money-goes">Where the money goes</h2><ul><li><span>High-volume, low-value logs.</span></li><li><span>Metrics with high-cardinality labels, which multiply the number of series.</span></li><li><span>Traces kept at full detail for every request.</span></li><li><span>Data kept for longer than anyone looks at it.</span></li></ul><h2 id="practical-levers">Practical levers</h2><ul><li><span></span><strong>Sampling:</strong><span> keep all errors and slow traces, and a share of the rest.</span></li><li><span></span><strong>Filtering at the Collector:</strong><span> drop noisy events before they are stored.</span></li><li><span></span><strong>Cardinality control:</strong><span> avoid unbounded values, such as user IDs, in metric labels.</span></li><li><span></span><strong>Tiered retention:</strong><span> keep recent data hot and older data cheap.</span></li></ul><h2 id="stay-safe">Stay safe</h2><ol><li><span>Decide what questions you need telemetry to answer.</span></li><li><span>Measure how often each source is actually used.</span></li><li><span>Cut the unused first and watch for gaps.</span></li><li><span>Review costs per team, regularly.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenTelemetry. Sampling. opentelemetry.io/docs/concepts/sampling/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Green Software Explained: Measuring Software Carbon Intensity (SCI) in Practice | IICTP</title><link>https://blogs.iictp.org/green-software-and-software-carbon-intensity</link><guid isPermaLink="true">https://blogs.iictp.org/green-software-and-software-carbon-intensity</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Software uses electricity, and the electricity has a carbon cost that varies with where and when it is used. Green software engineering aims to deliver the same value with less energy and a cleaner energy supply.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Green software: measuring software carbon intensity in practice</h1><p><span>Software uses electricity, and the electricity has a carbon cost that varies with where and when it is used. Green software engineering aims to deliver the same value with less energy and a cleaner energy supply.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-software-carbon-intensity-specification">The Software Carbon Intensity specification</a></li><li><a href="#three-levers">Three levers</a></li><li><a href="#start-measuring">Start measuring</a></li><li><a href="#a-note-on-honesty">A note on honesty</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-software-carbon-intensity-specification">The Software Carbon Intensity specification</a></li><li><a href="#three-levers">Three levers</a></li><li><a href="#start-measuring">Start measuring</a></li><li><a href="#a-note-on-honesty">A note on honesty</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-software-carbon-intensity-specification">The Software Carbon Intensity specification</h2><p><span>The Green Software Foundation’s SCI specification gives a rate of carbon emitted per functional unit, such as per user, per request or per transaction. It counts the energy the software uses, the carbon intensity of that energy and the hardware’s embodied emissions, so progress can be compared over time.</span></p><h2 id="three-levers">Three levers</h2><ul><li><span></span><strong>Use less energy:</strong><span> efficient code, right-sized servers, no idle resources.</span></li><li><span></span><strong>Use cleaner energy:</strong><span> run flexible work in regions or at times when the grid is cleaner.</span></li><li><span></span><strong>Use less hardware:</strong><span> longer life and higher utilisation reduce embodied emissions.</span></li></ul><h2 id="start-measuring">Start measuring</h2><ol><li><span>Pick a functional unit that fits your product.</span></li><li><span>Gather energy or resource use from your platform.</span></li><li><span>Apply the carbon intensity of the grid you use.</span></li><li><span>Track the rate and look for the largest contributors.</span></li></ol><h2 id="a-note-on-honesty">A note on honesty</h2><p><span>Measurements are estimates. Say how you calculated them, and avoid claims you cannot support.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Green Software Foundation. Software Carbon Intensity (SCI) Specification. sci.greensoftware.foundation.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Carbon as an SLO: Adding Emissions to Your Observability Stack (GreenOps) | IICTP</title><link>https://blogs.iictp.org/carbon-as-an-slo</link><guid isPermaLink="true">https://blogs.iictp.org/carbon-as-an-slo</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Teams already track reliability with service-level objectives. The same habit can apply to carbon: set a target, measure it with the rest of your telemetry and treat a regression as a defect.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Carbon as an SLO: adding emissions to your observability stack</h1><p><span>Teams already track reliability with service-level objectives. The same habit can apply to carbon: set a target, measure it with the rest of your telemetry and treat a regression as a defect.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-it-looks-like">What it looks like</a></li><li><a href="#joined-up-with-cost">Joined-up with cost</a></li><li><a href="#how-to-start">How to start</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-it-looks-like">What it looks like</a></li><li><a href="#joined-up-with-cost">Joined-up with cost</a></li><li><a href="#how-to-start">How to start</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-it-looks-like">What it looks like</h2><ul><li><span>A carbon-per-unit measure, calculated from resource use and grid intensity.</span></li><li><span>A target for each service, reviewed as part of the normal cycle.</span></li><li><span>Dashboards that show it next to latency and cost.</span></li></ul><h2 id="joined-up-with-cost">Joined-up with cost</h2><p><span>Energy and cloud cost are closely linked, so many efficiency changes help both. Where they diverge, make the trade-off visible rather than optimising one in secret.</span></p><h2 id="how-to-start">How to start</h2><ol><li><span>Choose one service and one carbon measure.</span></li><li><span>Add it to the existing dashboard.</span></li><li><span>Set a modest target and watch for a quarter.</span></li><li><span>Add it to design reviews for new work.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Green Software Foundation. Software Carbon Intensity (SCI) Specification. sci.greensoftware.foundation.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LLM Observability: How to Trace LLM Calls, Track Tokens and Spot Drift | IICTP</title><link>https://blogs.iictp.org/observability-for-ai-systems</link><guid isPermaLink="true">https://blogs.iictp.org/observability-for-ai-systems</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A language-model application fails in ways ordinary monitoring does not see: the service is up and fast, yet the answers are poor. Observability for AI adds visibility of what went in, what came out and what it cost.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Observability for AI systems: tracing LLM calls, tokens and drift</h1><p><span>A language-model application fails in ways ordinary monitoring does not see: the service is up and fast, yet the answers are poor. Observability for AI adds visibility of what went in, what came out and what it cost.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#what-to-trace">What to trace</a></li><li><a href="#what-to-measure">What to measure</a></li><li><a href="#privacy">Privacy</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#what-to-trace">What to trace</a></li><li><a href="#what-to-measure">What to measure</a></li><li><a href="#privacy">Privacy</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="what-to-trace">What to trace</h2><ul><li><span>Each model call: model, settings, latency and token counts.</span></li><li><span>Retrieval steps: what was fetched and how relevant it was.</span></li><li><span>Tool calls and their results.</span></li><li><span>The full chain for one user request, as a single trace.</span></li></ul><h2 id="what-to-measure">What to measure</h2><ul><li><span>Cost per request and per feature.</span></li><li><span>Quality signals: feedback, retries, refusals, evaluation scores.</span></li><li><span>Drift: quality changing after a model, prompt or data change.</span></li></ul><h2 id="privacy">Privacy</h2><p><span>Prompts and outputs can contain personal data. Decide what to store, mask sensitive fields and limit access and retention. OpenTelemetry has emerging conventions for generative-AI telemetry; check their current status before depending on them.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenTelemetry. Semantic conventions for generative AI. opentelemetry.io/docs/specs/semconv/gen-ai/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Clean Telemetry: Sampling, Filtering and Collecting High-Signal Data | IICTP</title><link>https://blogs.iictp.org/clean-telemetry-sampling-and-filtering</link><guid isPermaLink="true">https://blogs.iictp.org/clean-telemetry-sampling-and-filtering</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>More data is not more insight. Clean telemetry means each signal is there for a reason, is consistent across services and can be trusted when something goes wrong.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Telemetry</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Clean telemetry: sampling, filtering and high-signal data</h1><p><span>More data is not more insight. Clean telemetry means each signal is there for a reason, is consistent across services and can be trusted when something goes wrong.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#principles">Principles</a></li><li><a href="#techniques">Techniques</a></li><li><a href="#keep-it-clean">Keep it clean</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#principles">Principles</a></li><li><a href="#techniques">Techniques</a></li><li><a href="#keep-it-clean">Keep it clean</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="principles">Principles</h2><ul><li><span></span><strong>Purpose:</strong><span> every signal answers a question someone asks.</span></li><li><span></span><strong>Consistency:</strong><span> the same names, units and labels across services.</span></li><li><span></span><strong>Context:</strong><span> traces linked to logs and metrics through shared identifiers.</span></li><li><span></span><strong>Restraint:</strong><span> drop what is never used.</span></li></ul><h2 id="techniques">Techniques</h2><ul><li><span></span><strong>Head sampling</strong><span> decides at the start of a trace; </span><strong>tail sampling</strong><span> decides once the trace is complete and can keep errors and slow requests.</span></li><li><span></span><strong>Filtering and redaction</strong><span> in the Collector remove noise and sensitive data.</span></li><li><span></span><strong>Structured logs</strong><span> with stable fields are easier to search and cheaper to store.</span></li></ul><h2 id="keep-it-clean">Keep it clean</h2><ol><li><span>Write down the telemetry standard and share it.</span></li><li><span>Review new instrumentation like new code.</span></li><li><span>Check periodically which data is used.</span></li><li><span>Remove what is not.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/cstp">Clean Software Telemetry Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>OpenTelemetry. Sampling. opentelemetry.io/docs/concepts/sampling/.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>System Design Interview Guide: A Framework Senior Engineers Use | IICTP</title><link>https://blogs.iictp.org/system-design-interview-framework</link><guid isPermaLink="true">https://blogs.iictp.org/system-design-interview-framework</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A system design interview asks you to design something open-ended in under an hour. The interviewer is watching how you think, not whether you reach a particular diagram. A repeatable framework keeps you calm and on track.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Architecture</span><span>26 October 2026</span><span>7<!-- --> min read</span></div><h1>System design interviews: a framework senior engineers use</h1><p><span>A system design interview asks you to design something open-ended in under an hour. The interviewer is watching how you think, not whether you reach a particular diagram. A repeatable framework keeps you calm and on track.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#the-framework">The framework</a></li><li><a href="#what-interviewers-look-for">What interviewers look for</a></li><li><a href="#common-mistakes">Common mistakes</a></li><li><a href="#practise">Practise</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#the-framework">The framework</a></li><li><a href="#what-interviewers-look-for">What interviewers look for</a></li><li><a href="#common-mistakes">Common mistakes</a></li><li><a href="#practise">Practise</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="the-framework">The framework</h2><ol><li><span></span><strong>Clarify.</strong><span> Ask what the system must do, for whom and at what scale. State your assumptions.</span></li><li><span></span><strong>Define the interface.</strong><span> Sketch the main operations and the data they use.</span></li><li><span></span><strong>Draw the simple version.</strong><span> One box, one database. Make it work first.</span></li><li><span></span><strong>Find the bottleneck.</strong><span> Where does it break as load grows? Data size, writes, hot keys, latency?</span></li><li><span></span><strong>Evolve the design.</strong><span> Add caching, partitioning, queues or replication, each in answer to a named problem.</span></li><li><span></span><strong>Discuss trade-offs and failures.</strong><span> What does each choice cost, and what happens when a part fails?</span></li></ol><h2 id="what-interviewers-look-for">What interviewers look for</h2><ul><li><span>Questions before answers.</span></li><li><span>Reasoning about trade-offs, not name-dropping technologies.</span></li><li><span>Awareness of failure, cost and operations.</span></li><li><span>Clear communication and willingness to change course.</span></li></ul><h2 id="common-mistakes">Common mistakes</h2><ul><li><span>Starting with a complex diagram.</span></li><li><span>Adding components with no stated reason.</span></li><li><span>Ignoring data consistency and failure.</span></li><li><span>Not checking the design against the requirements at the end.</span></li></ul><h2 id="practise">Practise</h2><p><span>Design systems you already use, out loud, with a friend. Write down what you would change after the first user and after the thousandth. See </span><a href="/architecture-decisions-expensive-to-undo">architecture decisions are expensive to undo</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK, Architecture &amp; Systems Design. iictp.org/standards/tpbok.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Tech Lead vs Engineering Manager vs Architect: Which Path Fits You? | IICTP</title><link>https://blogs.iictp.org/tech-lead-vs-engineering-manager-vs-architect</link><guid isPermaLink="true">https://blogs.iictp.org/tech-lead-vs-engineering-manager-vs-architect</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Three roles are often confused because they overlap. Each is a different kind of work, and picking one is mostly about what you want to spend your days doing.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Leadership</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Tech lead vs engineering manager vs architect: which path fits you?</h1><p><span>Three roles are often confused because they overlap. Each is a different kind of work, and picking one is mostly about what you want to spend your days doing.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#tech-lead">Tech lead</a></li><li><a href="#engineering-manager">Engineering manager</a></li><li><a href="#architect">Architect</a></li><li><a href="#how-to-choose">How to choose</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#tech-lead">Tech lead</a></li><li><a href="#engineering-manager">Engineering manager</a></li><li><a href="#architect">Architect</a></li><li><a href="#how-to-choose">How to choose</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="tech-lead">Tech lead</h2><p><span>Guides the technical direction of one team, stays close to the code and unblocks colleagues. You still build, and you also set standards, review designs and help others grow.</span></p><h2 id="engineering-manager">Engineering manager</h2><p><span>Is responsible for the people and the team’s results: hiring, feedback, careers, priorities and delivery. The work is conversations and decisions about people and process, more than code.</span></p><h2 id="architect">Architect</h2><p><span>Is responsible for how systems fit together across teams: boundaries, standards and long-term technical decisions. The work is design, influence and communication more than direct delivery.</span></p><h2 id="how-to-choose">How to choose</h2><ul><li><span>Which problems do you enjoy: technical, people or system-wide?</span></li><li><span>Where do you find you add the most value?</span></li><li><span>Try a stretch: lead a project, mentor, or write a design that crosses teams.</span></li><li><span>Remember that moving between these paths is normal.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. TPBOK, People Leadership in Engineering. iictp.org/standards/tpbok.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Technical Debt Management: Measure It, Price It and Persuade Leadership | IICTP</title><link>https://blogs.iictp.org/technical-debt-measure-price-persuade</link><guid isPermaLink="true">https://blogs.iictp.org/technical-debt-measure-price-persuade</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Technical debt is the future cost of shortcuts taken today. It is not always bad: like financial debt, it can buy speed. The problem is unmanaged debt that nobody has priced.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Leadership</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Technical debt: how to measure it, price it and persuade leadership</h1><p><span>Technical debt is the future cost of shortcuts taken today. It is not always bad: like financial debt, it can buy speed. The problem is unmanaged debt that nobody has priced.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#make-it-visible">Make it visible</a></li><li><a href="#price-it">Price it</a></li><li><a href="#persuade">Persuade</a></li><li><a href="#pay-it-down-steadily">Pay it down steadily</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#make-it-visible">Make it visible</a></li><li><a href="#price-it">Price it</a></li><li><a href="#persuade">Persuade</a></li><li><a href="#pay-it-down-steadily">Pay it down steadily</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="make-it-visible">Make it visible</h2><ul><li><span>Keep a list of known debt, with the area and the pain it causes.</span></li><li><span>Record where the team loses time: slow builds, fragile modules, repeated incidents.</span></li><li><span>Link each item to a cost: delay, risk or both.</span></li></ul><h2 id="price-it">Price it</h2><p><span>Express debt in terms a manager cares about: days lost per month, incidents caused, features delayed, risk of a serious failure. Estimates are rough, and that is acceptable as long as you say so.</span></p><h2 id="persuade">Persuade</h2><ol><li><span>Show the cost of leaving it, not the beauty of fixing it.</span></li><li><span>Propose a small, specific change with a clear benefit.</span></li><li><span>Tie it to a goal leadership already has.</span></li><li><span>Report the result afterwards.</span></li></ol><h2 id="pay-it-down-steadily">Pay it down steadily</h2><p><span>Reserve a regular share of capacity and fix debt in the code you are already changing. Avoid the big rewrite unless the case is overwhelming and the plan is incremental.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>Cunningham, W. “The WyCash Portfolio Management System.” OOPSLA 1992.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Technical Program and Portfolio Leadership: Running Many Initiatives at Once | IICTP</title><link>https://blogs.iictp.org/program-and-portfolio-leadership</link><guid isPermaLink="true">https://blogs.iictp.org/program-and-portfolio-leadership</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>A programme is a group of related efforts managed together for a shared outcome. A portfolio is the set of programmes and projects an organisation chooses to fund. The skills change from managing work to managing choices.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Leadership</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>Program and portfolio leadership: running many technical initiatives at once</h1><p><span>A programme is a group of related efforts managed together for a shared outcome. A portfolio is the set of programmes and projects an organisation chooses to fund. The skills change from managing work to managing choices.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#program-level-questions">Program-level questions</a></li><li><a href="#portfolio-level-questions">Portfolio-level questions</a></li><li><a href="#habits-that-help">Habits that help</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#program-level-questions">Program-level questions</a></li><li><a href="#portfolio-level-questions">Portfolio-level questions</a></li><li><a href="#habits-that-help">Habits that help</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="program-level-questions">Program-level questions</h2><ul><li><span>How do these efforts depend on one another?</span></li><li><span>Where are the shared risks and the shared resources?</span></li><li><span>What must be true for the outcome to be delivered?</span></li></ul><h2 id="portfolio-level-questions">Portfolio-level questions</h2><ul><li><span>Which initiatives are worth their cost, and which should stop?</span></li><li><span>Is the mix balanced between running the business and changing it?</span></li><li><span>Do we have the people to do it all?</span></li></ul><h2 id="habits-that-help">Habits that help</h2><ul><li><span>One clear view of status, dependencies and risk.</span></li><li><span>Regular reviews that can end work, not only continue it.</span></li><li><span>Visible trade-offs when capacity is short.</span></li><li><span>Leaders who ask for early bad news.</span></li></ul><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/pgtp">Program Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Program Technical Practitioner credential page. iictp.org/certifications/pgtp.</li><li>IICTP. Portfolio Technical Practitioner credential page. iictp.org/certifications/pftp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Build vs Buy Software in the AI Era: A Decision Framework for Leaders | IICTP</title><link>https://blogs.iictp.org/build-vs-buy-in-the-ai-era</link><guid isPermaLink="true">https://blogs.iictp.org/build-vs-buy-in-the-ai-era</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Build-or-buy has always been a question about what is core to your business. AI changes some of the costs, but not the logic.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Leadership</span><span>26 October 2026</span><span>5<!-- --> min read</span></div><h1>Build vs buy in the AI era: a decision framework for leaders</h1><p><span>Build-or-buy has always been a question about what is core to your business. AI changes some of the costs, but not the logic.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#questions-to-ask">Questions to ask</a></li><li><a href="#what-ai-changes">What AI changes</a></li><li><a href="#a-middle-path">A middle path</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#questions-to-ask">Questions to ask</a></li><li><a href="#what-ai-changes">What AI changes</a></li><li><a href="#a-middle-path">A middle path</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="questions-to-ask">Questions to ask</h2><ul><li><span></span><strong>Is it a differentiator?</strong><span> Build what sets you apart; buy what everyone needs.</span></li><li><span></span><strong>Do we have the skills, and will we keep them?</strong><span></span></li><li><span></span><strong>What is the total cost,</strong><span> including running, updating and supporting it?</span></li><li><span></span><strong>What is the exit?</strong><span> How hard is it to leave a vendor, or to hand over what you built?</span></li><li><span></span><strong>What data is involved,</strong><span> and where may it go?</span></li></ul><h2 id="what-ai-changes">What AI changes</h2><ul><li><span>It lowers the cost of writing some code, but not of owning it.</span></li><li><span>It makes models, not just software, something you can buy.</span></li><li><span>It adds new ways to depend on a vendor: models, prompts and data.</span></li></ul><h2 id="a-middle-path">A middle path</h2><p><span>Buy the commodity layer, build the part that carries your logic and data, and keep the seam between them clean so either side can change.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/pftp">Portfolio Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Portfolio Technical Practitioner credential page. iictp.org/certifications/pftp.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>AI Governance for Leaders: How to Roll Out AI Without Chaos | IICTP</title><link>https://blogs.iictp.org/ai-transformation-governance-for-leaders</link><guid isPermaLink="true">https://blogs.iictp.org/ai-transformation-governance-for-leaders</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Teams will adopt AI tools whether or not the organisation has a plan. Governance gives people a safe, clear way to do it, so the good uses spread and the risky ones are caught.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Leadership</span><span>26 October 2026</span><span>6<!-- --> min read</span></div><h1>AI transformation governance: how leaders roll out AI without chaos</h1><p><span>Teams will adopt AI tools whether or not the organisation has a plan. Governance gives people a safe, clear way to do it, so the good uses spread and the risky ones are caught.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#start-with-a-simple-policy">Start with a simple policy</a></li><li><a href="#assign-accountability">Assign accountability</a></li><li><a href="#manage-risk-in-proportion">Manage risk in proportion</a></li><li><a href="#build-capability">Build capability</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#start-with-a-simple-policy">Start with a simple policy</a></li><li><a href="#assign-accountability">Assign accountability</a></li><li><a href="#manage-risk-in-proportion">Manage risk in proportion</a></li><li><a href="#build-capability">Build capability</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="start-with-a-simple-policy">Start with a simple policy</h2><ul><li><span>Which tools are approved and for what.</span></li><li><span>What data may and may not be entered.</span></li><li><span>What must be reviewed by a person before use.</span></li><li><span>Who to ask when unsure.</span></li></ul><h2 id="assign-accountability">Assign accountability</h2><p><span>Name an owner for AI use in the organisation and for each system that makes or informs a decision. Keep a list of where AI is used.</span></p><h2 id="manage-risk-in-proportion">Manage risk in proportion</h2><p><span>A drafting assistant and a system that decides on loan applications need different levels of control. Classify uses by impact and apply controls to match.</span></p><h2 id="build-capability">Build capability</h2><ol><li><span>Train people on what the tools do and their failure modes.</span></li><li><span>Share examples of good use.</span></li><li><span>Collect incidents and near-misses and learn from them.</span></li><li><span>Review the policy regularly as tools and rules change.</span></li></ol><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/pftp">Portfolio Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>NIST. AI Risk Management Framework (AI RMF 1.0). nist.gov/itl/ai-risk-management-framework.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>How to Verify a CTP Credential and Spot a Fake | IICTP</title><link>https://blogs.iictp.org/how-to-verify-a-ctp-credential</link><guid isPermaLink="true">https://blogs.iictp.org/how-to-verify-a-ctp-credential</guid><pubDate>Mon, 26 Oct 2026 09:00:00 GMT</pubDate><category>Blog</category><dc:creator>IICTP</dc:creator><description>Anyone can write a credential on a CV. If you are hiring or working with someone who claims to hold an IICTP CTP®, here is how to check.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div></div><section><div><div><p><a href="/">Blog</a> / <!-- -->Guides</p><div><span>Verification</span><span>26 October 2026</span><span>3<!-- --> min read</span></div><h1>How to verify a CTP credential, and spot a fake</h1><p><span>Anyone can write a credential on a CV. If you are hiring or working with someone who claims to hold an IICTP CTP®, here is how to check.</span></p></div></div></section><main><div><aside><h2>In this post</h2><ol><li><a href="#check-it-yourself">Check it yourself</a></li><li><a href="#warning-signs">Warning signs</a></li><li><a href="#what-the-registry-does-not-tell-you">What the registry does not tell you</a></li><li><a href="#sources">Sources and further reading</a></li></ol></aside><article><details><summary>In this post</summary><ol><li><a href="#check-it-yourself">Check it yourself</a></li><li><a href="#warning-signs">Warning signs</a></li><li><a href="#what-the-registry-does-not-tell-you">What the registry does not tell you</a></li><li><a href="#sources">Sources and further reading</a></li></ol></details><div><h2 id="check-it-yourself">Check it yourself</h2><ol><li><span>Ask for the holder’s name and credential ID.</span></li><li><span>Go to the </span><a href="https://www.iictp.org/verify">IICTP public registry</a><span> by typing the address yourself.</span></li><li><span>Search the record and compare the holder, credential and status with the claim.</span></li><li><span>A credential that has lapsed or been withdrawn will show that in its status.</span></li></ol><h2 id="warning-signs">Warning signs</h2><ul><li><span>A certificate image that cannot be found in the registry.</span></li><li><span>A lookup page hosted anywhere other than iictp.org.</span></li><li><span>An ID format that does not match the registry’s.</span></li><li><span>Pressure to skip verification.</span></li></ul><h2 id="what-the-registry-does-not-tell-you">What the registry does not tell you</h2><p><span>A record confirms that IICTP issued the credential. It does not tell you how well someone performs. IICTP is a new independent body and is not ISO/IEC 17024 accredited, so weigh the credential accordingly. See the </span><a href="https://www.iictp.org/registry-policy">registry policy</a><span>.</span></p><aside><span>Related credential: </span><a href="https://www.iictp.org/certifications/ctp">Certified Technical Practitioner</a><span>. IICTP is new, independent and not ISO/IEC 17024 accredited.</span></aside><section><h2 id="sources">Sources and further reading</h2><ol><li>IICTP. Verify a credential. iictp.org/verify.</li><li>IICTP. Registry policy. iictp.org/registry-policy.</li></ol></section><p>IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></article></div><section><h2 id="keep-reading">Keep reading</h2><div><a href="/run-an-llm-on-your-own-server"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>How to run an LLM on your own server: Ollama, llama.cpp and vLLM compared</h3><span>GUIDE<!-- --> · <!-- -->7<!-- --> MIN READ</span></div><div><p>Running a language model on hardware you control means prompts and documents never leave your building, the cost is the hardware…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/small-language-models-explained"><div><div><span>Local LLMs</span><span title="Related credential: LLMP">LLMP</span></div><h3>Small language models explained: when smaller beats bigger</h3><span>GUIDE<!-- --> · <!-- -->5<!-- --> MIN READ</span></div><div><p>A small language model (SLM) is a language model small enough to run on modest hardware, such as one workstation, a phone or an e…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a><a href="/what-is-tpbok"><div><div><span>TPBOK</span></div><h3>What is the TPBOK? The Technical Practitioner Body of Knowledge, explained</h3><span>GUIDE<!-- --> · <!-- -->4<!-- --> MIN READ</span></div><div><p>The TPBOK, the Technical Practitioner Body of Knowledge, is the written standard behind every IICTP exam. It describes what a tec…</p><div><span><span>26 October 2026</span></span><span><span></span></span></div></div></a></div><p><a href="/">← All posts</a></p></section></main><section><div><p>Where do you stand?</p><h2>Find the credential that fits the work you do.</h2><div><a href="https://www.iictp.org/check-your-experience">Check your eligibility <span></span></a><a href="https://www.iictp.org/certifications/exam-facts">Exam facts and blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>ATP®: Associate Technical Practitioner Certification (Foundational) | IICTP</title><link>https://iictp.org/certifications/atp</link><guid isPermaLink="true">https://iictp.org/certifications/atp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>An IICTP credential for early-career practitioners. It proves you understand how software is built, structured and delivered, and that you can work to engineering standards from your first role.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><div><ul><li><a href="/">Home</a></li><li><a href="/#certifications">Certifications</a></li><li>Associate Technical Practitioner</li></ul></div><div><article><div><span>Early career</span><span>ATP®</span></div><div><p>Core track · Early career</p><h1>Associate Technical Practitioner.</h1><p>An IICTP credential for early-career practitioners. It proves you understand how software is built, structured and delivered, and that you can work to engineering standards from your first role.</p><dl><div><dt>Questions</dt><dd>100</dd></div><div><dt>Time</dt><dd>120 min</dd></div><div><dt>Format</dt><dd>Timed online, integrity attestation</dd></div><div><dt>Valid for</dt><dd>3 years</dd></div></dl><div><a href="#eligibility">Check eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a></div></div></article></div><section id="overview"><div><div><article><div><span>After the ATP®</span></div><div><h3>What you will be able to show</h3><ul><li><span></span><span><b>Explain the life cycle</b>Each stage of software development, and where quality is won or lost.</span></li><li><span></span><span><b>Read an architecture</b>A baseline system, and how its parts depend on each other.</span></li><li><span></span><span><b>Work in an agile team</b>Apply the core principles of agile delivery day to day.</span></li><li><span></span><span><b>Hold to engineering standards</b>Including collaborative code review.</span></li></ul></div></article><article><div><span>Who it is written for</span></div><div><h3>Your first two years in technology</h3><dl><div><dt>Roles</dt><dd>Junior developers, associate PMs, QA leads</dd></div><div><dt>Experience</dt><dd>0–2 years</dd></div><div><dt>Next step</dt><dd>CTP® once you lead a team</dd></div></dl></div></article></div><div id="eligibility"><p>02 / Eligibility</p><div><p><span><b>Secondary degree or equivalent<!-- -->.</b> <!-- -->Any recognised secondary-level qualification.</span></p><p><span><b>23 contact hours of technical education<!-- -->.</b> <!-- -->Taken with an IICTP <!-- --> <a href="/#partners">Authorized Training Partner</a>. Every instructor holds the credential and passes an annual evaluation.</span></p></div></div></div></section><section id="path"><div><div><article><div><p>Plate 02 · Section</p><span>5<!-- --> steps</span></div><div><div><p>04 / Path to certification</p><h2>Five steps from here to your insignia.</h2><div><p><strong>Step <!-- -->01<!-- --> · <!-- -->Eligibility<!-- -->.</strong> <!-- -->Confirm your education and your 23 contact hours of technical education.</p></div></div><ol><li></li><li></li><li></li><li></li><li></li></ol></div><div><a href="#eligibility">Check eligibility<!-- --> <span></span></a></div></article></div></div></section><section id="exam"><div><div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><p>Exam</p><h3>Associate Technical Practitioner exam</h3><div><p>Fundamentals of the life cycle, architecture and delivery. No work history is assessed.</p></div><dl><div><dt>Items</dt><dd>100</dd></div><div><dt>Time</dt><dd>120 min</dd></div><div><dt>Type</dt><dd>MCQ</dd></div><div><dt>Mode</dt><dd>Timed online, integrity attestation</dd></div></dl></div><div><a href="#path">See the path<!-- --> <span></span></a></div></article><div><div><span><span>Focus 0<!-- -->1</span></span><div><h3>Software development life cycle</h3><p>How software moves from idea to production, and what each stage must produce.</p></div></div><div><span><span>Focus 0<!-- -->2</span></span><div><h3>Basic systems architecture</h3><p>Components, interfaces and the trade-offs that shape a system.</p></div></div><div><span><span>Focus 0<!-- -->3</span></span><div><h3>Delivery fundamentals</h3><p>Agile principles, planning, quality practice and working as a team.</p></div></div></div></div><p><a href="/handbooks/IICTP-ATP-Handbook.pdf">Download the ATP® handbook (PDF)</a><a href="/blueprints/IICTP-ATP-Exam-Blueprint.pdf">Download the exam blueprint (PDF)</a><a href="/certifications/exam-facts">Compare exam facts for all credentials</a></p></div></section><section id="cost"><div><div><article><div><span>Exam fee</span><span>Founding price</span></div><div><p>₹2,499</p><p>Founding price, first 50 seats · then $99 / ₹4,900 for members</p></div><dl><div><dt>Non-member</dt><dd>₹2,499 founding · then $149 / ₹7,500</dd></div><div><dt>Student member</dt><dd>30% off the exam</dd></div></dl></article></div></div></section><section id="maintain"><div><div><div><p>30</p><p>TDUs per cycle</p></div><div><p>3 yrs</p><p>Cycle length</p></div><div><p>$49</p><p>Member renewal</p></div></div><div><a href="/certifications/maintain">Read the full TDU framework</a></div></div></section><section id="faq"><div><div><details><summary>Do I need work experience to take the ATP®?</summary><div>No. The ATP® is written for people with 0–2 years in the field. You need a secondary degree or equivalent and 23 contact hours of technical education. There is no minimum number of years on the job. <!-- --> <a href="/certifications/atp#eligibility">See the full requirements.</a></div></details><details><summary>What is the difference between ATP® and CTP®?</summary><div>The ATP® is for early-career practitioners: the life cycle, baseline architecture and delivery fundamentals. The CTP® is for tech leads and engineering managers with 3–7 years of experience, and it tests system design, risk and sprint governance through 150 scenario-based questions. <!-- --> <a href="/certifications/ctp">See the CTP®.</a> <a href="/#certifications">Compare all credentials.</a></div></details><details><summary>Does “ATP” also mean Authorized Training Partner?</summary><div>Yes, the letters are shared. Associate Technical Practitioner (ATP®) is a credential you earn. An Authorized Training Partner is an organization licensed to teach the IICTP syllabus. This page uses the full name where the two could be confused. <!-- --> <a href="/#partners">Learn about the partner programme.</a></div></details><details><summary>Who can teach the preparation course?</summary><div>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor (CII) evaluation. <!-- --> <a href="/#partners">Find a partner</a>, or if you run a training organization, <!-- --> <a href="/#partners">apply to become an Authorized Training Partner</a>.</div></details><details><summary>How long does the ATP® last, and how do I renew?</summary><div>Three years. In each cycle you earn 30 Technical Development Units, log them, and submit them for audit. Renewal costs $49 for members and $79 for non-members. <!-- --> <a href="/certifications/atp#maintain">How TDUs work.</a> <a href="/#membership">Membership options.</a></div></details><details><summary>How does an employer check my ATP®?</summary><div>They enter your credential ID or name on the verification page. The registry returns your status, issue and expiry dates, and the signed record, so you never have to vouch for it yourself. <!-- --> <a href="/verify?id=ATP-2025-10842">See a sample record</a> or <!-- --> <a href="/verify">open the verification page</a>.<figure><div><div><div><span>ATP-2025-10842</span></div><div><b>Sample record</b><span>Status: Active</span><span>Status, issue and expiry dates shown</span></div></div></div><figcaption>How an employer checks a credential. Sample record, not a real holder.</figcaption></figure></div></details><details><summary>What does the certificate look like?</summary><div>Every certificate carries a unique ID and links to its public record.<!-- --> <a href="/verify">Look one up.</a><figure><div><div><div><div id="conferred-certificate-document"><div><div><div><p>Credential level</p><div><span>Foundations</span><p>Demonstrates foundational technical competency and standard principles.</p></div></div></div><div><p>Sample certificate · not issued to a real holder</p><p>This certifies that</p><h1>Liam O&#x27;Connor</h1><div><i></i></div><p>has met every requirement of the IICTP Examination Board and demonstrated verified technical competence, and is awarded the credential</p><div><span>ATP</span><h2>Associate Technical Practitioner</h2></div><dl><div><dt>Issued</dt><dd>March 04, 2025</dd></div><div><dt>Valid until</dt><dd>March 04, 2028</dd></div><div><dt>Cycle</dt><dd>60 TDUs / 3 yrs</dd></div><div><dt>Status</dt><dd>Certified in Good Standing</dd></div></dl><div><div><hr/><b>Eleanor Vance</b><span>Registrar and Board Examiner</span></div><span></span><div><hr/><b>Authorized signatory</b><span>IICTP</span></div></div></div></div></div></div></div></div><figcaption>Sample certificate, not issued to a real holder.</figcaption></figure></div></details><details><summary>How does the exam work?</summary><div>100 multiple-choice questions in 120 minutes, taken online and timed, with an integrity attestation you sign before you start.<figure><div><ol><li><span>1</span>Register and pay</li><li><span>2</span>Sit the timed exam online</li><li><span>3</span>Get your result</li><li><span>4</span>Receive your certificate and registry entry</li></ol></div><figcaption>The four steps from payment to certificate.</figcaption></figure></div></details></div><div><a href="/#partners">Run a training organization? Become an Authorized Training Partner</a></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->1<!-- --> of 4</p><p>ATP®</p><h2>Check your eligibility.</h2><p>Two requirements, one timed online exam, and a record anyone can verify.</p><div><a href="#eligibility">Check eligibility<!-- --> <span></span></a><a href="/verify">Verify a credential</a></div></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>CTP®: Certified Technical Practitioner (Professional Benchmark) | IICTP</title><link>https://iictp.org/certifications/ctp</link><guid isPermaLink="true">https://iictp.org/certifications/ctp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>The benchmark for engineering leaders. It proves you can make sound decisions on system design, technical risk, sprint governance and team delivery.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Practitioner · Flagship</p><h1>Certified Technical<!-- --> <br/>Practitioner.</h1><p>The benchmark for engineering leaders. It proves you can make sound decisions on system design, technical risk, sprint governance and team delivery.</p><div><a href="#eligibility">Check eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/ctp.xml" title="Subscribe to CTP® RSS Feed">RSS Feed</a></div><ul><li>Scenario-based exam</li><li>Timed online exam</li><li>Valid for 3 years</li></ul></div><div><div><div><b>Sample question</b><span>  ·  <!-- -->Technical risk</span></div><span>Sample</span></div><div><p>Scenario</p><p>Your team ships weekly. A dependency owned by another team has failed intermittently and caused two incidents this month. A release is due on Friday. What is the best next step?</p><ul><li></li><li></li><li></li><li></li></ul><div>Choose the answer you would give. The exam asks for the best decision, not a perfect one.</div></div><div><span>Not from the exam bank</span><span>150 of these, 180 minutes</span></div></div></div><div><div><b>150</b><span>Scenario questions</span></div><div><b>180 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div><div><b>60</b><span>TDUs per cycle</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>For people who lead the work.</h2></div><p>Written for engineers three to seven years in who now carry responsibility for a team’s systems and delivery.</p></div><div><div><small>01</small><h3>Tech leads</h3><p>Own the design and delivery of a team’s systems, and the trade-offs behind them.</p></div><div><small>02</small><h3>Engineering managers</h3><p>Turn goals into sprints, manage technical risk and keep a team delivering.</p></div><div><small>03</small><h3>Senior IT project managers</h3><p>Carry technical judgement into plans, dependencies and delivery governance.</p></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Check your experience.</h2><p>The CTP® is gated by experience. You need a bachelor’s degree and 36 months of technical leadership, or 60 months if you do not have a degree. Move the slider to see where you stand.</p></div><div><fieldset><legend>Your education</legend><label><input type="radio" name="edu" checked=""/>Bachelor’s degree</label><label><input type="radio" name="edu"/>No degree</label></fieldset><div><label for="months">Months of technical leadership</label><b>24</b></div><input id="months" type="range" min="0" max="96" step="1" value="24"/><div><i></i><span></span></div><div><span>0</span><span>96 months</span></div><div><span>12 more months needed</span><span>36 months with a degree.</span></div></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>150 scenarios. 180 minutes.</h2></div><p>Each question puts you in a situation and asks for the best decision. It tests judgement across four areas, and it is timed online with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam</p><h3>Certified Technical Practitioner exam</h3><div><p>Scenario-based judgement across system design, trade-offs, risk and delivery.</p></div><dl><div><dt>Items</dt><dd>150</dd></div><div><dt>Time</dt><dd>180 min</dd></div><div><dt>Type</dt><dd>Scenarios</dd></div><div><dt>Mode</dt><dd>Timed online exam</dd></div></dl></div><div><ol><li><small>01</small><div><b>System design</b><span>Structure that holds up as it grows.</span></div></li><li><small>02</small><div><b>Architecture trade-offs</b><span>Choosing between good options, and saying why.</span></div></li><li><small>03</small><div><b>Technical risk</b><span>Seeing failure early and containing it.</span></div></li><li><small>04</small><div><b>Sprint governance &amp; team delivery</b><span>Running delivery that stays reliable under pressure.</span></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article><p><a href="/handbooks/IICTP-CTP-Handbook.pdf">Download the CTP® handbook (PDF)</a><a href="/blueprints/IICTP-CTP-Exam-Blueprint.pdf">Download the exam blueprint (PDF)</a><a href="/certifications/exam-facts">Compare exam facts for all credentials</a></p></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps to your insignia.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><h3>Confirm eligibility</h3><p>A bachelor’s degree and 36 months of technical leadership, or 60 months without a degree.</p></li><li><small>0<!-- -->2</small><h3>Prepare</h3><p>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</p></li><li><small>0<!-- -->3</small><h3>Sit the exam</h3><p>150 scenario-based questions in 180 minutes, timed online with an integrity attestation.</p></li><li><small>0<!-- -->4</small><h3>Earn the insignia</h3><p>Your CTP® is added to the public registry with a verifiable digital badge.</p></li><li><small>0<!-- -->5</small><h3>Maintain</h3><p>Earn 60 TDUs in each three-year cycle, then renew.</p></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Prices are shown in US dollars and in rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><div><div><small>Exam fee</small><h3>Non-member</h3><p><b>₹5,499</b>founding · then $279 / ₹13,900</p><ul><li>150-question timed online exam</li><li>Credential recorded in the public registry</li></ul></div><div><span>Founding price</span><small>Exam fee</small><h3>Member</h3><p><b>₹5,499</b>founding · then $199 / ₹9,900</p><ul><li>Everything in the non-member fee</li><li>Discounts on every core and specialist exam</li></ul></div><div><small>Every three years</small><h3>Renewal</h3><p><b>$49 member · $79 other</b>₹2,500 member · ₹3,900 other</p><ul><li>60 TDUs, logged and reviewed</li><li>Keeps your registry status active</li></ul></div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>Sixty units, every three years.</h2></div><p>At least 35 come from education and up to 25 from giving back. The insignia means active competence, not a pass from years ago.</p></div><div><div><div><div>35 education</div><div>25 giving back</div></div><div><span>Minimum</span><span>Maximum</span></div><div><div><h3>Education</h3><small>At least 35 TDUs</small><ul><li>Systems architecture<b>min 10</b></li><li>Technical delivery<b>min 10</b></li><li>Emerging tech, AI and cloud<b>min 10</b></li><li>General engineering<b>the balance</b></li></ul></div><div><h3>Giving back</h3><small>Up to 25 TDUs</small><ul><li>Open-source contributions<b>counts</b></li><li>Mentoring junior engineers<b>counts</b></li><li>Writing technical whitepapers<b>counts</b></li><li>Speaking at an IICTP chapter<b>counts</b></li></ul></div></div></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by earning 60 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="ladder"><div><div><div><p>The credentials</p><h2>Which one fits you?</h2></div><p>Each credential fits a different career stage. Neither is a prerequisite for the other.</p></div><div><a href="/certifications/atp"><p>ATP®</p><p>Associate Technical Practitioner</p><p>For early-career practitioners (0–2 years).</p></a><a href="/certifications/ctp"><p>CTP®</p><p>Certified Technical Practitioner</p><p>For experienced practitioners (3–7 years).</p></a></div></div></section><section id="trust"><div><div><div><p>Trust</p><h2>Checked in public.</h2><p>Every CTP® is recorded in the public registry under a unique ID that an employer can check without asking you. The exam is written against the TPBOK™, and the standard is kept apart from the organizations that sell preparation.</p><p><a href="/verify?id=CTP-2024-88412">Open a sample record</a><a href="/standards/tpbok">The TPBOK™ Guide</a><a href="/about/board-of-directors">The board</a></p></div><article><div><span>CTP-2024-88412</span></div><div><p>Sample record · Practitioner</p><h3>Alex Thorne</h3><div><p>Certified Technical Practitioner (CTP®) — Flagship</p></div><dl><div><dt>Issued</dt><dd>2024</dd></div><div><dt>Expires</dt><dd>2027</dd></div><div><dt>Status</dt><dd>Good standing</dd></div></dl><a href="/verify?id=CTP-2024-88412">Open this record in the registry<!-- --> <span></span></a></div></article></div></div></section><section id="faq"><div><div><div><p>FAQ</p><h2>Questions, answered.</h2><p>Something else? Write to the team.</p><a href="mailto:enterprise@iictp.org?subject=CTP%C2%AE%20for%20my%20team">Contact the team</a></div><div><details open=""><summary>Do I need the ATP® first?</summary><div>No. The CTP® has its own requirements: a bachelor’s degree and 36 months of technical leadership, or 60 months without a degree. The ATP® is the credential for the first two years. <a href="/certifications/atp">See the ATP®.</a></div></details><details><summary>What does “scenario-based” mean?</summary><div>Each question puts you in a delivery situation, such as a failing dependency or a risky release, and asks for the best decision. It tests judgement, not recall. The question above is a sample.</div></details><details><summary>How is the exam delivered?</summary><div>It is a timed online exam with an integrity attestation: 150 questions in 180 minutes.</div></details><details><summary>How long does the CTP® last, and how do I renew?</summary><div>Three years. In each cycle you earn 60 Technical Development Units, log them and submit them for audit. Renewal costs $49 for members and $79 for non-members. <a href="/certifications/ctp#maintain">How TDUs work.</a></div></details><details><summary>Who teaches the preparation course?</summary><div>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></div></details><details><summary>How does an employer check my CTP®?</summary><div>They enter your credential ID or name in the public registry and see your status, dates and signed record. <a href="/verify?id=CTP-2024-88412">See a sample record.</a><figure><div><div><div><span>CTP-2024-88412</span></div><div><b>Sample record</b><span>Status: Active</span><span>Status, issue and expiry dates shown</span></div></div></div><figcaption>How an employer checks a credential. Sample record, not a real holder.</figcaption></figure></div></details><details><summary>What does the certificate look like?</summary><div>Every certificate carries a unique ID and links to its public record.<!-- --> <a href="/verify">Look one up.</a><figure><div><div><div><div id="conferred-certificate-document"><div><div><div><p>Credential level</p><div><span>Professional</span><p>Architects, leads, and governs enterprise technical systems.</p></div></div></div><div><p>Sample certificate · not issued to a real holder</p><p>This certifies that</p><h1>Alex Thorne</h1><div><i></i></div><p>has met every requirement of the IICTP Examination Board and demonstrated verified technical competence, and is awarded the credential</p><div><span>CTP</span><h2>Certified Technical Practitioner</h2></div><dl><div><dt>Issued</dt><dd>October 15, 2024</dd></div><div><dt>Valid until</dt><dd>October 15, 2027</dd></div><div><dt>Cycle</dt><dd>60 TDUs / 3 yrs</dd></div><div><dt>Status</dt><dd>Certified in Good Standing</dd></div></dl><div><div><hr/><b>Eleanor Vance</b><span>Registrar and Board Examiner</span></div><span></span><div><hr/><b>Authorized signatory</b><span>IICTP</span></div></div></div></div></div></div></div></div><figcaption>Sample certificate, not issued to a real holder.</figcaption></figure></div></details><details><summary>How does the exam work?</summary><div>150 scenario questions in 180 minutes, taken online and timed, with an integrity attestation you sign before you start.<figure><div><ol><li><span>1</span>Register and pay</li><li><span>2</span>Sit the timed exam online</li><li><span>3</span>Get your result</li><li><span>4</span>Receive your certificate and registry entry</li></ol></div><figcaption>The four steps from payment to certificate.</figcaption></figure></div></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->2<!-- --> of 4</p><p>CTP®</p><h2>Lead with proof.</h2><p>Check your eligibility, then find a training partner for the CTP®. Certifying a whole team? We can help.</p><div><a href="#eligibility">Check eligibility<!-- --> <span></span></a><a href="/organizations">For organizations</a></div></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>PgTP®: Program Technical Practitioner Certification (Advanced) | IICTP</title><link>https://iictp.org/certifications/pgtp</link><guid isPermaLink="true">https://iictp.org/certifications/pgtp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>For leaders who steer several teams toward one outcome. It proves you can govern scope, dependencies, technical debt and budget across a whole program.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Program leadership</p><h1>Program Technical<!-- --> <br/>Practitioner.</h1><p>For leaders who steer several teams toward one outcome. It proves you can govern scope, dependencies, technical debt and budget across a whole program.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/pgtp.xml" title="Subscribe to PgTP® RSS Feed">RSS Feed</a></div><ul><li>Case-based exam</li><li>Timed online exam</li><li>Valid for 3 years</li></ul></div><figure><div><span>Sample case brief</span><span>Not from the exam bank</span></div><figcaption>The situation</figcaption><p>Four squads depend on one shared platform team. The release train has slipped twice, the technical debt backlog keeps growing, and next quarter’s budget is fixed.</p><ul><li><small>01</small>What do you protect?</li><li><small>02</small>What do you defer?</li><li><small>03</small>What do you tell the steering group, and why?</li></ul><div><span>Case analysis</span><span>170 items</span></div></figure></div><div><div><b>170</b><span>Scenario and case items</span></div><div><b>210 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div><div><b>60</b><span>TDUs per cycle</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>People accountable for more than one team.</h2></div><p>The ATP® and CTP® test how you work inside a team. The PgTP® tests how you run the system of teams.</p></div><div><div><small>01</small><h3>Technical program managers</h3><p>Hold the plan, the dependencies and the technical judgement across several teams at once.</p></div><div><small>02</small><h3>Multi-squad leads</h3><p>Keep squads aligned on one architecture, one release rhythm and one set of priorities.</p></div><div><small>03</small><h3>Principal architects</h3><p>Carry architecture decisions across system boundaries, and answer for what they cost.</p></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Two requirements, counted in months.</h2></div><p>You need both. Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>48<small>months</small></span><h3>Project leadership</h3><p>Leading the technical delivery of projects. Leading without the title, and regular mentoring or code review, count.</p></div><div><span>48<small>months</small></span><h3>Program-level engineering management</h3><p>Steering more than one team toward a shared goal, such as a program, a release train or a platform.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>170 cases. 210 minutes.</h2></div><p>Scenario and case-analysis items. Each asks for a decision that spans teams, systems and money. It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam</p><h3>Program Technical Practitioner exam</h3><div><p>Case analysis across systems, teams and budgets. Judgement at program scale.</p></div><dl><div><dt>Items</dt><dd>170</dd></div><div><dt>Time</dt><dd>210 min</dd></div><div><dt>Type</dt><dd>Cases</dd></div><div><dt>Mode</dt><dd>Timed online exam</dd></div></dl></div><div><ol><li><small>01</small><div><b>Cross-system scaling</b><span>How a design holds up as more systems and teams depend on it.</span></div></li><li><small>02</small><div><b>Multi-squad governance</b><span>Decision rights, cadence and standards across teams.</span></div></li><li><small>03</small><div><b>Technical debt</b><span>What to carry, what to pay down, and when.</span></div></li><li><small>04</small><div><b>Budget orchestration</b><span>Allocating people and money across a program.</span></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>48 months of project leadership and 48 months of program-level engineering management.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>170 scenario and case-analysis items in 210 minutes, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your PgTP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Earn 60 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$299</b><span>₹14,900</span></td><td><b>$399</b><span>₹19,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $100 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>Sixty units, every three years.</h2></div><p>At least 35 come from education and up to 25 from giving back. The insignia means active competence, not a pass from years ago.</p></div><div><div><div><div>35 education</div><div>25 giving back</div></div><div><span>Minimum</span><span>Maximum</span></div></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by earning 60 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="peers"><div><div><div><p>Peers</p><h2>You do not lead a program alone.</h2><p>IICTP’s regional chapters are volunteer-led and bring practitioners together. Speaking at a chapter counts towards your TDUs, under giving back.</p><p><a href="/about/leadership-team">The team behind the chapters</a><a href="/about/board-of-directors">The board</a></p></div><article><div></div><div><p>Plate 05 · Network</p></div><div><p><b>4</b><span>Chapter cities</span></p><h3>Find your chapter</h3><div><p>Volunteer-led regional chapters where practitioners meet.</p></div><ul><li>Bangalore</li><li>London</li><li>Berlin</li><li>San Francisco</li></ul></div><div><a href="/about/leadership-team">See the chapters<span></span></a></div></article></div></div></section><section id="ladder"><div><div><div><p>The credentials</p><h2>Where the PgTP® sits.</h2></div><p>Each credential fits a different stage of a career.</p></div><div><a href="/certifications/atp"><p>ATP®</p><p>Foundations</p><p>Junior developers, associate PMs and QA leads.</p></a><a href="/certifications/ctp"><p>CTP®</p><p>Practitioner</p><p>Tech leads, engineering managers and senior IT PMs.</p></a><a href="/certifications/pgtp"><span>You are here</span><p>PgTP®</p><p>Program</p><p>Program managers, multi-squad leads and principal architects.</p></a><a href="/certifications/pftp"><p>PfTP®</p><p>Portfolio</p><p>VPs of engineering, chief architects, CTOs and portfolio directors.</p></a></div></div></section><section id="trust"><div><div><div><p>Trust</p><h2>Checked in public.</h2><p>Every PgTP® is recorded in the public registry with a signed record that an employer can check without asking you. The exam is written against the TPBOK™ by practising experts, and the standard is set apart from the organizations that sell preparation.</p><p><a href="/verify?id=PGTP-2023-11928">Open a sample record</a><a href="/standards/tpbok">The TPBOK™ Guide</a><a href="/about/board-of-directors">The board</a></p></div><article><div><span>PGTP-2023-11928</span></div><div><p>Sample record · Program</p><h3>Marcus Chen</h3><div><p>Program Technical Practitioner (PgTP®)</p></div><dl><div><dt>Issued</dt><dd>2023</dd></div><div><dt>Expires</dt><dd>2026</dd></div><div><dt>Focus</dt><dd>Multi-squad alignment</dd></div></dl><a href="/verify?id=PGTP-2023-11928">Open this record in the registry<!-- --> <span></span></a></div></article></div></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need the CTP® first?</summary><p>The published prerequisites for the PgTP® do not list it. What they ask for is experience: 48 months of project leadership and 48 months of program-level engineering management. <a href="/certifications/ctp">See the CTP®.</a></p></details><details><summary>What counts towards those months?</summary><p>Employed or self-employed technical work counts: jobs, freelance and consulting, open-source maintaining, research software and military or government technical service. Leading without the title, and regular mentoring, count as leadership. <a href="/check-your-experience">Check your experience</a> to see where you stand, month by month.</p></details><details><summary>What if I am just short of a requirement?</summary><p>You can ask for an equivalency review. The <a href="/check-your-experience">Check your experience</a> page shows how far you are, and has the request link when you are close.</p></details><details><summary>How is the exam different from the CTP®?</summary><p>It is longer and wider: 170 scenario and case-analysis items in 210 minutes, against 150 and 180 for the CTP®. The questions ask for decisions that span teams, budgets and systems, not one team’s delivery.</p></details><details><summary>How long does the PgTP® last, and how do I renew?</summary><p>Three years. In each cycle you earn 60 Technical Development Units, log them and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who can teach the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Become a Training Partner.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->3<!-- --> of 4</p><p>PgTP®</p><h2>Lead programs with a standard behind you.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>Program Technical Practitioner (PgTP®)</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>PfTP®: Portfolio Technical Practitioner (Executive Tier) | IICTP</title><link>https://iictp.org/certifications/pftp</link><guid isPermaLink="true">https://iictp.org/certifications/pftp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>For executives who answer for the whole portfolio. It proves you can allocate capital, govern technical risk and align stakeholders across an enterprise.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Portfolio strategy</p><h1>Portfolio Technical<!-- --> <br/>Practitioner.</h1><p>For executives who answer for the whole portfolio. It proves you can allocate capital, govern technical risk and align stakeholders across an enterprise.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/pftp.xml" title="Subscribe to PfTP® RSS Feed">RSS Feed</a></div><ul><li>Portfolio defense</li><li>Timed online exam</li><li>Valid for 3 years</li></ul></div><figure><div><span>Sample board memo</span><span>Not from the exam bank</span></div><figcaption>The situation</figcaption><p>Three programs compete for one engineering budget. One carries the largest risk, one has the clearest return, and an acquisition under review would add a fourth.</p><ul><li><small>01</small>What do you fund?</li><li><small>02</small>What do you stop?</li><li><small>03</small>What do you put in front of the board, and why?</li></ul><div><span>Portfolio defense</span><span>180 items</span></div></figure></div><div><div><b>180</b><span>Governance scenario items</span></div><div><b>240 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div><div><b>60</b><span>TDUs per cycle</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>People accountable for the whole portfolio.</h2></div><p>The CTP® tests how you lead a team and the PgTP® how you run a program. The PfTP® tests how you steer the portfolio of programs.</p></div><div><div><small>01</small><h3>VPs of engineering</h3><p>Answer for how a whole engineering organization spends its people and its money.</p></div><div><small>02</small><h3>Chief architects and CTOs</h3><p>Set the technical direction of an enterprise and defend it to the board.</p></div><div><small>03</small><h3>Portfolio directors</h3><p>Choose which programs to fund, pause or stop, and carry the risk of that choice.</p></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>One requirement inside another.</h2></div><p>The 48 count towards the 96. Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>96<small>months</small></span><h3>Professional technical business experience</h3><p>Eight years of technical work in a business setting. Employed or self-employed work counts, and so does leading without the title.</p></div><div><span>48<small>months</small></span><h3>Portfolio leadership</h3><p>Part of the 96, not extra. Owning a set of programs and their budget, and deciding what to fund, pause or stop.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>A defense, then 180 scenarios.</h2></div><p>A portfolio defense panel and executive governance scenario items, in 240 minutes. Each asks for a decision about capital, risk and governance. It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam</p><h3>Portfolio Technical Practitioner exam</h3><div><p>A portfolio defense panel and executive governance scenarios. Judgement at enterprise scale.</p></div><dl><div><dt>Items</dt><dd>180</dd></div><div><dt>Time</dt><dd>240 min</dd></div><div><dt>Parts</dt><dd>Defense + scenarios</dd></div><div><dt>Mode</dt><dd>Timed online exam</dd></div></dl></div><div><ol><li><small>01</small><div><b>Capital allocation</b><span>Where engineering money goes, and what it must return.</span></div></li><li><small>02</small><div><b>Technical risk governance</b><span>Which risks the enterprise carries, and who signs for them.</span></div></li><li><small>03</small><div><b>Portfolio architecture</b><span>How the programs fit together as one enterprise system.</span></div></li><li><small>04</small><div><b>Stakeholder alignment</b><span>Bringing executives to one decision they will stand behind.</span></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article><div><article><div><p>Plate 06 · Strata</p></div><div><p>The defense</p><h3>Your portfolio, defended in person</h3><div><p>A panel examines how you allocate capital, govern risk and align stakeholders, on the evidence of your own portfolio leadership.</p></div><ul><li>Portfolio defense panel</li><li>Executive governance</li><li>Timed online exam</li></ul></div><div><a href="#path">See the path<span></span></a></div></article></div></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>96 months of professional technical business experience, 48 of them in portfolio leadership.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>A portfolio defense panel and 180 executive governance scenario items in 240 minutes, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your PfTP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Earn 60 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$399</b><span>₹19,900</span></td><td><b>$499</b><span>₹24,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $100 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>Sixty units, every three years.</h2></div><p>At least 35 come from education and up to 25 from giving back. The insignia means active competence, not a pass from years ago.</p></div><div><div><div><div>35 education</div><div>25 giving back</div></div><div><span>Minimum</span><span>Maximum</span></div></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by earning 60 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="peers"><div><div><div><p>Peers</p><h2>You do not steer alone.</h2><p>IICTP’s regional chapters are volunteer-led and bring practitioners together. At this level you are the one they ask. Speaking at or mentoring in a chapter counts towards your TDUs, under giving back.</p><p><a href="/about/leadership-team">The team behind the chapters</a><a href="/about/board-of-directors">The board</a></p></div><article><div></div><div><p>Plate 05 · Network</p></div><div><p><b>4</b><span>Chapter cities</span></p><h3>Find your chapter</h3><div><p>Volunteer-led regional chapters where practitioners meet.</p></div><ul><li>Bangalore</li><li>London</li><li>Berlin</li><li>San Francisco</li></ul></div><div><a href="/about/leadership-team">See the chapters<span></span></a></div></article></div></div></section><section id="ladder"><div><div><div><p>The credentials</p><h2>Where the PfTP® sits.</h2></div><p>The most senior of the four. Each credential fits a different stage of a career.</p></div><div><a href="/certifications/atp"><p>ATP®</p><p>Foundations</p><p>Junior developers, associate PMs and QA leads.</p></a><a href="/certifications/ctp"><p>CTP®</p><p>Practitioner</p><p>Tech leads, engineering managers and senior IT PMs.</p></a><a href="/certifications/pgtp"><p>PgTP®</p><p>Program</p><p>Program managers, multi-squad leads and principal architects.</p></a><a href="/certifications/pftp"><span>You are here</span><p>PfTP®</p><p>Portfolio</p><p>VPs of engineering, chief architects, CTOs and portfolio directors.</p></a></div></div></section><section id="trust"><div><div><div><p>Trust</p><h2>Checked in public.</h2><p>Every PfTP® is recorded in the public registry with a signed record that an employer can check without asking you. The exam is written against the TPBOK™ by practising experts, and the standard is set apart from the organizations that sell preparation.</p><p><a href="/verify?id=PFTP-2022-04812">Open a sample record</a><a href="/standards/tpbok">The TPBOK™ Guide</a><a href="/about/board-of-directors">The board</a></p></div><article><div><span>PFTP-2022-04812</span></div><div><p>Sample record · Portfolio</p><h3>Dr. Elena Rostova</h3><div><p>Portfolio Technical Practitioner (PfTP®)</p></div><dl><div><dt>Issued</dt><dd>2022</dd></div><div><dt>Expires</dt><dd>2028</dd></div><div><dt>Focus</dt><dd>Standards harmonization</dd></div></dl><a href="/verify?id=PFTP-2022-04812">Open this record in the registry<!-- --> <span></span></a></div></article></div></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need the PgTP® first?</summary><p>The published prerequisites for the PfTP® do not list it. They ask for experience: 96 months of professional technical business experience, 48 of them in portfolio leadership. <a href="/certifications/pgtp">See the PgTP®.</a></p></details><details><summary>What counts as portfolio leadership?</summary><p>Owning a set of programs and their budget, and deciding what to fund, pause or stop. Employed or self-employed work counts, including consulting, and leading without the title. <a href="/check-your-experience">Check your experience</a> to see where you stand, month by month.</p></details><details><summary>What if I am just short of a requirement?</summary><p>You can ask for an equivalency review. The <a href="/check-your-experience">Check your experience</a> page shows how far you are, and has the request link when you are close.</p></details><details><summary>How is the exam different from the PgTP®?</summary><p>It has two parts: a portfolio defense panel and 180 executive governance scenario items in 240 minutes, against 170 case items in 210 minutes for the PgTP®. It asks for decisions about capital, risk and governance for a whole enterprise.</p></details><details><summary>How long does the PfTP® last, and how do I renew?</summary><p>Three years. In each cycle you earn 60 Technical Development Units, log them and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who can teach the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Become a Training Partner.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>PfTP®</p><h2>Steer the portfolio with a standard behind you.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/pgtp">See the PgTP®</a></div><p>Portfolio Technical Practitioner (PfTP®)</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>AIP™: AI Practitioner Certification (Applied AI &amp; LLMs) | IICTP</title><link>https://iictp.org/certifications/aip</link><guid isPermaLink="true">https://iictp.org/certifications/aip</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates architecture and delivery of applied enterprise AI pipelines, retrieval-augmented systems (RAG), edge model deployment, and AI safety guardrails.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>AI Practitioner<!-- -->.</h1><p>Validates architecture and delivery of applied enterprise AI pipelines, retrieval-augmented systems (RAG), edge model deployment, and AI safety guardrails.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/aip.xml" title="Subscribe to AIP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>AIP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>Enterprise LLM fine-tuning</li><li><small>0<!-- -->2</small>Vector embeddings</li><li><small>0<!-- -->3</small>RAG security</li></ul><div><span>APPLIED MODERN TECH</span><span>120 questions</span></div></figure></div><div><div><b>120</b><span>Exam items</span></div><div><b>150 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 2+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>AI/ML Engineers</h3></div><div><small>0<!-- -->2</small><h3>Data Platform Leads</h3></div><div><small>0<!-- -->3</small><h3>Technical Architects</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>2<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>2+ years production software development + AI system delivery experience<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>120 items. 150 minutes.</h2></div><p>120 scenario-based questions, 150 minutes, timed online<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>AI Practitioner exam</h3><div><p>120 scenario-based questions, 150 minutes, timed online</p></div><dl><div><dt>Items</dt><dd>120</dd></div><div><dt>Time</dt><dd>150 min</dd></div><div><dt>Mode</dt><dd>120 MCQs &amp; practical evaluation scenarios (150 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Applied Enterprise AI &amp; LLM Systems.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>2+ years production software development + AI system delivery experience.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>120 scenario-based questions, 150 minutes, timed online, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your AIP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 45 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>45 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 45 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/cap"><i></i>Cloud Architecture Practitioner<em>CAP®</em></a></li><li><a href="/certifications/adp"><i></i>Agile Delivery Practitioner<em>ADP®</em></a></li><li><a href="/certifications/iesp"><i></i>IoT &amp; Edge Systems Practitioner<em>IESP®</em></a></li><li><a href="/certifications/llmp"><i></i>Local LLM Systems Practitioner<em>LLMP®</em></a></li><li><a href="/certifications/cstp"><i></i>Clean Software Telemetry Practitioner<em>CSTP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 2+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the AIP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my AIP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>AIP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>AI Practitioner (IICTP-AIP™) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>CAP™: Cloud Architecture Practitioner Certification (Multi-Cloud) | IICTP</title><link>https://iictp.org/certifications/cap</link><guid isPermaLink="true">https://iictp.org/certifications/cap</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates vendor-neutral multi-cloud systems design, hybrid cloud networking, FinOps cost control, and disaster recovery SLA assurance.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>Cloud Architecture Practitioner<!-- -->.</h1><p>Validates vendor-neutral multi-cloud systems design, hybrid cloud networking, FinOps cost control, and disaster recovery SLA assurance.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/cap.xml" title="Subscribe to CAP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>CAP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>Multi-cloud topology</li><li><small>0<!-- -->2</small>Hybrid mesh</li><li><small>0<!-- -->3</small>Sovereign cloud governance</li></ul><div><span>CLOUD INFRASTRUCTURE</span><span>120 questions</span></div></figure></div><div><div><b>120</b><span>Exam items</span></div><div><b>150 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 3+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>Cloud Architects</h3></div><div><small>0<!-- -->2</small><h3>DevOps Directors</h3></div><div><small>0<!-- -->3</small><h3>Principal Infrastructure Engineers</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>3<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>3+ years multi-cloud design or hybrid infrastructure leadership<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>120 items. 150 minutes.</h2></div><p>120 scenario-based questions, 150 minutes, timed online<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>Cloud Architecture Practitioner exam</h3><div><p>120 scenario-based questions, 150 minutes, timed online</p></div><dl><div><dt>Items</dt><dd>120</dd></div><div><dt>Time</dt><dd>150 min</dd></div><div><dt>Mode</dt><dd>120 architecture-scenario questions (150 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Cloud Systems &amp; Hybrid Infrastructure.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>3+ years multi-cloud design or hybrid infrastructure leadership.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>120 scenario-based questions, 150 minutes, timed online, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your CAP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 45 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>45 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 45 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/aip"><i></i>AI Practitioner<em>AIP®</em></a></li><li><a href="/certifications/adp"><i></i>Agile Delivery Practitioner<em>ADP®</em></a></li><li><a href="/certifications/iesp"><i></i>IoT &amp; Edge Systems Practitioner<em>IESP®</em></a></li><li><a href="/certifications/llmp"><i></i>Local LLM Systems Practitioner<em>LLMP®</em></a></li><li><a href="/certifications/cstp"><i></i>Clean Software Telemetry Practitioner<em>CSTP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 3+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the CAP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my CAP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>CAP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>Cloud Architecture Practitioner (IICTP-CAP®) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>ADP™: Agile Delivery Practitioner Certification (Engineering Delivery) | IICTP</title><link>https://iictp.org/certifications/adp</link><guid isPermaLink="true">https://iictp.org/certifications/adp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates technical debt management, CI/CD release train orchestration, canary release quality gates, and team throughput governance (DORA).</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>Agile Delivery Practitioner<!-- -->.</h1><p>Validates technical debt management, CI/CD release train orchestration, canary release quality gates, and team throughput governance (DORA).</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/adp.xml" title="Subscribe to ADP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>ADP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>GitOps</li><li><small>0<!-- -->2</small>Automated CI/CD canary gates</li><li><small>0<!-- -->3</small>Trunk-based delivery</li></ul><div><span>ENGINEERING GOVERNANCE</span><span>100 questions</span></div></figure></div><div><div><b>100</b><span>Exam items</span></div><div><b>120 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 2+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>Agile Technical Coaches</h3></div><div><small>0<!-- -->2</small><h3>Delivery Leads</h3></div><div><small>0<!-- -->3</small><h3>Engineering Managers</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>2<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>2+ years leading agile delivery in technical software organizations<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>100 items. 120 minutes.</h2></div><p>100 scenario-based questions, 120 minutes, timed online<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>Agile Delivery Practitioner exam</h3><div><p>100 scenario-based questions, 120 minutes, timed online</p></div><dl><div><dt>Items</dt><dd>100</dd></div><div><dt>Time</dt><dd>120 min</dd></div><div><dt>Mode</dt><dd>100 scenario-based questions (120 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Technical Agile Governance.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>2+ years leading agile delivery in technical software organizations.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>100 scenario-based questions, 120 minutes, timed online, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your ADP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 45 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>45 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 45 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/aip"><i></i>AI Practitioner<em>AIP®</em></a></li><li><a href="/certifications/cap"><i></i>Cloud Architecture Practitioner<em>CAP®</em></a></li><li><a href="/certifications/iesp"><i></i>IoT &amp; Edge Systems Practitioner<em>IESP®</em></a></li><li><a href="/certifications/llmp"><i></i>Local LLM Systems Practitioner<em>LLMP®</em></a></li><li><a href="/certifications/cstp"><i></i>Clean Software Telemetry Practitioner<em>CSTP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 2+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the ADP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my ADP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>ADP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>Agile Delivery Practitioner (IICTP-ADP™) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>IESP™: IoT &amp; Embedded Systems Practitioner Certification | IICTP</title><link>https://iictp.org/certifications/iesp</link><guid isPermaLink="true">https://iictp.org/certifications/iesp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates industrial IoT security, CAN bus &amp; telemetry protocols, MQTT/AMQP scaling, and robust edge-to-cloud bidirectional synchronization under intermittent connectivity.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>IoT &amp; Edge Systems Practitioner<!-- -->.</h1><p>Validates industrial IoT security, CAN bus &amp; telemetry protocols, MQTT/AMQP scaling, and robust edge-to-cloud bidirectional synchronization under intermittent connectivity.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/iesp.xml" title="Subscribe to IESP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>IESP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>Embedded microcontrollers</li><li><small>0<!-- -->2</small>CAN bus</li><li><small>0<!-- -->3</small>MQTT</li><li><small>0<!-- -->4</small>Edge gateway telemetry</li></ul><div><span>EMBEDDED &amp; EDGE</span><span>100 questions</span></div></figure></div><div><div><b>100</b><span>Exam items</span></div><div><b>120 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 2+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>Embedded Engineers</h3></div><div><small>0<!-- -->2</small><h3>IoT Architects</h3></div><div><small>0<!-- -->3</small><h3>Systems Firmware Leads</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>2<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>2+ years working with embedded systems, RTOS, or edge IoT gateways<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>100 items. 120 minutes.</h2></div><p>100 MCQs + system diagnostics case studies, 120 minutes<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>IoT &amp; Edge Systems Practitioner exam</h3><div><p>100 MCQs + system diagnostics case studies, 120 minutes</p></div><dl><div><dt>Items</dt><dd>100</dd></div><div><dt>Time</dt><dd>120 min</dd></div><div><dt>Mode</dt><dd>100 MCQs + system diagnostics case studies (120 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Edge Computing &amp; Embedded Protocols.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>2+ years working with embedded systems, RTOS, or edge IoT gateways.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>100 MCQs + system diagnostics case studies, 120 minutes, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your IESP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 45 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>45 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 45 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/aip"><i></i>AI Practitioner<em>AIP®</em></a></li><li><a href="/certifications/cap"><i></i>Cloud Architecture Practitioner<em>CAP®</em></a></li><li><a href="/certifications/adp"><i></i>Agile Delivery Practitioner<em>ADP®</em></a></li><li><a href="/certifications/llmp"><i></i>Local LLM Systems Practitioner<em>LLMP®</em></a></li><li><a href="/certifications/cstp"><i></i>Clean Software Telemetry Practitioner<em>CSTP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 2+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the IESP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my IESP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>IESP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>IoT &amp; Edge Systems Practitioner (IICTP-IESP®) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>LLMP™: Local LLM Practitioner Certification (Edge &amp; Private AI) | IICTP</title><link>https://iictp.org/certifications/llmp</link><guid isPermaLink="true">https://iictp.org/certifications/llmp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates local AI deployment, GGUF/AWQ quantization formats, GPU/NPU sizing, offline autonomous agent workflows, and strict on-premises data sovereignty.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>Local LLM Systems Practitioner<!-- -->.</h1><p>Validates local AI deployment, GGUF/AWQ quantization formats, GPU/NPU sizing, offline autonomous agent workflows, and strict on-premises data sovereignty.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/llmp.xml" title="Subscribe to LLMP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>LLMP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>4-bit and 8-bit quantization (GGUF, AWQ)</li><li><small>0<!-- -->2</small>NPU and GPU memory</li><li><small>0<!-- -->3</small>Local model engines</li></ul><div><span>ON-DEVICE AI</span><span>90 questions</span></div></figure></div><div><div><b>90</b><span>Exam items</span></div><div><b>120 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 2+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>Applied AI Practitioners</h3></div><div><small>0<!-- -->2</small><h3>Systems Engineers</h3></div><div><small>0<!-- -->3</small><h3>On-Device AI Specialists</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>2<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>Experience deploying quantized language models on workstations or edge servers<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>90 items. 120 minutes.</h2></div><p>90 technical design questions, 120 minutes, timed online<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>Local LLM Systems Practitioner exam</h3><div><p>90 technical design questions, 120 minutes, timed online</p></div><dl><div><dt>Items</dt><dd>90</dd></div><div><dt>Time</dt><dd>120 min</dd></div><div><dt>Mode</dt><dd>90 technical design questions (120 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Local AI Deployment &amp; System Architecture.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>Experience deploying quantized language models on workstations or edge servers.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>90 technical design questions, 120 minutes, timed online, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your LLMP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 45 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>45 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 45 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/aip"><i></i>AI Practitioner<em>AIP®</em></a></li><li><a href="/certifications/cap"><i></i>Cloud Architecture Practitioner<em>CAP®</em></a></li><li><a href="/certifications/adp"><i></i>Agile Delivery Practitioner<em>ADP®</em></a></li><li><a href="/certifications/iesp"><i></i>IoT &amp; Edge Systems Practitioner<em>IESP®</em></a></li><li><a href="/certifications/cstp"><i></i>Clean Software Telemetry Practitioner<em>CSTP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 2+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the LLMP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my LLMP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>LLMP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>Local LLM Systems Practitioner (IICTP-LLMP®) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>CSTP™: Clean Software Telemetry Practitioner (Green Computing) | IICTP</title><link>https://iictp.org/certifications/cstp</link><guid isPermaLink="true">https://iictp.org/certifications/cstp</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Certifications</category><category>Credentials</category><dc:creator>IICTP</dc:creator><description>Validates carbon-aware software development, compute-efficiency algorithms, hardware life-cycle management, and energy optimization in data centers.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Specialized domain · Beside the core credentials</p><h1>Clean Software Telemetry Practitioner<!-- -->.</h1><p>Validates carbon-aware software development, compute-efficiency algorithms, hardware life-cycle management, and energy optimization in data centers.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="#exam">See the exam</a><a href="/rss/certifications/cstp.xml" title="Subscribe to CSTP® RSS Feed">RSS Feed</a></div><ul><li>Timed online exam</li><li>Valid for 3 years</li><li>verifiable online badge</li></ul></div><figure><div><span>Applied domain</span><span>CSTP®</span></div><figcaption>What it covers</figcaption><ul><li><small>0<!-- -->1</small>Carbon intensity telemetry</li><li><small>0<!-- -->2</small>PUE minimization</li><li><small>0<!-- -->3</small>Green software</li></ul><div><span>GREEN COMPUTING</span><span>80 questions</span></div></figure></div><div><div><b>80</b><span>Exam items</span></div><div><b>90 min</b><span>Exam time</span></div><div><b>3 years</b><span>Validity</span></div></div></div></section><section id="overview"><div><div><div><p>Who it is for</p><h2>Practitioners who work in this area.</h2></div><p>Typically 2+ years. <!-- -->It proves depth in one domain, on top of whichever core credential you hold.</p></div><div><div><small>0<!-- -->1</small><h3>Software Architects</h3></div><div><small>0<!-- -->2</small><h3>ESG Technology Leads</h3></div><div><small>0<!-- -->3</small><h3>Cloud Systems Engineers</h3></div></div></div></section><section id="eligibility"><div><div><div><p>Eligibility</p><h2>Experience in the area, not a core credential.</h2></div><p>Not sure where you stand? <a href="/check-your-experience">Check your experience</a> and it counts for you.</p></div><div><div><span>2<!-- -->+<small>+</small></span><h3>Typical hands-on experience</h3><p>Knowledge of distributed computing architectures and energy profiling<!-- -->.</p></div><div><span>0<small>Required first</small></span><h3>Required first</h3><p>The published prerequisite lists experience only. It does not list a core credential.</p></div></div></div></section><section id="exam"><div><div><div><p>The exam</p><h2>80 items. 90 minutes.</h2></div><p>80 scenario &amp; calculation questions, 90 minutes, timed online<!-- -->. <!-- -->It is a timed online exam with an integrity attestation.</p></div><article><span></span><span></span><span></span><span></span><div><p>Plate 03 · Survey</p></div><div><div><p>Exam · Specialized</p><h3>Clean Software Telemetry Practitioner exam</h3><div><p>80 scenario &amp; calculation questions, 90 minutes, timed online</p></div><dl><div><dt>Items</dt><dd>80</dd></div><div><dt>Time</dt><dd>90 min</dd></div><div><dt>Mode</dt><dd>80 MCQs (90 mins)</dd></div><div><dt>Valid</dt><dd>3 years</dd></div></dl></div><div><ol><li><small>0<!-- -->1</small><div><b>Green Computing &amp; Efficient Engineering.</b></div></li></ol></div></div><div><a href="#path">See the path<span></span></a></div></article></div></section><section id="path"><div><div><div><p>Path to certification</p><h2>Five steps, in order.</h2></div><p>Each step has one job, and you can see all five before you begin.</p></div><ol><li><small>0<!-- -->1</small><div><b>Confirm eligibility</b><span>Knowledge of distributed computing architectures and energy profiling.</span></div></li><li><small>0<!-- -->2</small><div><b>Prepare</b><span>Study the syllabus with an IICTP Authorized Training Partner, whose instructors hold the credential.</span></div></li><li><small>0<!-- -->3</small><div><b>Sit the exam</b><span>80 scenario &amp; calculation questions, 90 minutes, timed online, timed online with an integrity attestation.</span></div></li><li><small>0<!-- -->4</small><div><b>Earn the insignia</b><span>Your CSTP® is added to the public registry with a verifiable digital badge.</span></div></li><li><small>0<!-- -->5</small><div><b>Maintain</b><span>Log 30 TDUs in each three-year cycle, then renew.</span></div></li></ol></div></section><section id="cost"><div><div><div><p>Cost</p><h2>Priced in the open.</h2></div><p>Shown in US dollars and rupees. Training fees are set by each Authorized Training Partner and are not included.</p></div><table><thead><tr><th scope="col"><span>Fee</span></th><th scope="col">Member</th><th scope="col">Non-member</th></tr></thead><tbody><tr><th scope="row">Exam fee</th><td><b>$149</b><span>₹7,500</span></td><td><b>$199</b><span>₹9,900</span></td></tr><tr><th scope="row">Renewal, every three years</th><td><b>$49</b><span>₹2,500</span></td><td><b>$79</b><span>₹3,900</span></td></tr></tbody></table><p>Members save $50 on the exam. <!-- --> <a href="/#membership">See membership.</a></p><div></div></div></section><section id="maintain"><div><div><div><p>Maintain</p><h2>30 units, every three years.</h2><p>You log Technical Development Units and submit them for audit. The insignia means active competence, not a pass from years ago.</p></div><article><div><p>Plate 04 · Signal</p><span><i></i>Every 3 years</span></div><div><div><p>3</p><p>Year cycle</p></div><h3>Renew by logging 30 TDUs</h3><ul><li>Logged and reviewed</li><li>Keeps your registry status active</li></ul></div><div><a href="/certifications/maintain">How renewal works<span></span></a></div></article></div></div></section><section id="others"><div><div><div><p>Beside the core credentials</p><h2>Five other specialized credentials.</h2></div><p>Each covers one domain. Take one or two; <a href="/check-your-experience">Check your experience</a> shows the order.</p></div><ul><li><a href="/certifications/aip"><i></i>AI Practitioner<em>AIP®</em></a></li><li><a href="/certifications/cap"><i></i>Cloud Architecture Practitioner<em>CAP®</em></a></li><li><a href="/certifications/adp"><i></i>Agile Delivery Practitioner<em>ADP®</em></a></li><li><a href="/certifications/iesp"><i></i>IoT &amp; Edge Systems Practitioner<em>IESP®</em></a></li><li><a href="/certifications/llmp"><i></i>Local LLM Systems Practitioner<em>LLMP®</em></a></li></ul></div></section><section id="faq"><div><div><div><p>Questions</p><h2>What people ask before they apply.</h2><p>Every requirement here is published in the <a href="/standards/tpbok">TPBOK™ Guide</a> and on the credential pages.</p></div><div><details><summary>Do I need a core credential first?</summary><p>The published prerequisite is experience in the area, not a core credential. Specialized credentials sit beside the four core credentials, so you can take one at any stage. <a href="/check-your-experience">Check your experience</a> to see where it fits in your route.</p></details><details><summary>How much experience do I need?</summary><p>Typical candidates have 2+ years of hands-on work in the area. The exact prerequisite is shown above.</p></details><details><summary>Can I take more than one specialized credential?</summary><p>Yes. Most people take one or two. The <a href="/check-your-experience">Check your experience</a> page orders them for you and never plans more than two exams a year.</p></details><details><summary>How long does the CSTP® last, and how do I renew?</summary><p>Three years. In each cycle you log your Technical Development Units and submit them for audit. Renewal costs $49 for members and $79 for non-members.</p></details><details><summary>Who teaches the preparation course?</summary><p>Only licensed Authorized Training Partners. Every instructor must hold the credential and pass an annual Certified IICTP Instructor evaluation. <a href="/#partners">Find a partner.</a></p></details><details><summary>How does an employer check my CSTP®?</summary><p>They enter your credential ID or name in the public registry and see your status and dates in a signed record. <a href="/verify">Open the registry.</a></p></details></div></div></div></section><section><div><div><p><span><i></i><i></i><i></i><i></i></span>Level <!-- -->4<!-- --> of 4</p><p>CSTP®</p><h2>Show depth where you work.</h2><p>Check where your experience stands, then prepare with an Authorized Training Partner when you are ready.</p><div><a href="/check-your-experience">Check your eligibility<!-- --> <span></span></a><a href="/certifications/ctp">See the CTP®</a></div><p>Clean Software Telemetry Practitioner (CSTP™) · Specialized domain</p></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>The Standard for Technical Practitioners (TPBOK™): Body of Knowledge | IICTP</title><link>https://iictp.org/standards/tpbok</link><guid isPermaLink="true">https://iictp.org/standards/tpbok</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Standards</category><dc:creator>IICTP</dc:creator><description>Competence is terrain, and this is the map: one vendor-neutral standard for what technical practitioners should know and be able to do in software, AI, security, delivery and technology leadership. Ten principles and 56 task statements across five domains, with a reading path for each kind of practi</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div></div><div><div><div><p>Public review draft · Version 0.2</p><h1>The Standard for<!-- --> <br/>Technical Practitioners</h1><p>Competence is terrain, and this is the map: one vendor-neutral standard for what technical practitioners should know and be able to do in software, AI, security, delivery and technology leadership. Ten principles and 56 task statements across five domains, with a reading path for each kind of practitioner. Program- and portfolio-level content is planned for later versions.</p><div><a href="/tpbok/TPBOK-v0.2-Public-Draft.pdf" download="">Download the draft (PDF)</a></div><small>Version 0.2 · 138 pages · Free to read and share under CC BY-ND 4.0. It is a draft: expect changes, and tell us what is wrong.</small><small>Also free: a guide for each domain, practice questions, a glossary, a casebook and the code of ethics, in the <a href="/standards/library">IICTP Library</a>.</small></div><div><div><div><div><i></i>IICTP Standard</div><div>TPBOK<sup>™</sup></div><div>The Standard for Technical Practitioners</div><div><span>Version 0.2 · Public draft</span><span>2026</span></div></div></div><span>Public review draft</span></div></div><div><div><b>5</b><span>Domains</span></div><div><b>56</b><span>Task statements</span></div><div><b>10</b><span>Principles</span></div><div><b>2027</b><span>First edition (planned)</span></div></div></div></section><section id="about"><div><div><div><p>About the Guide</p><h2>A shared language for technical competence.</h2></div><p>The Guide sets out what a technical practitioner does and must know, in numbered task statements, so that candidates, teams and employers mean the same thing by “competent”.</p></div><div><div><small>01</small><h3>Purpose</h3><p>Sets out what competent practice looks like in each domain, in plain, testable statements, independent of any vendor or tool.</p></div><div><small>02</small><h3>Audience</h3><p>Developers, AI engineers and security practitioners; tech leads and delivery or programme managers who need a yardstick; and educators and employers who need a common reference.</p></div><div><small>03</small><h3>Basis for the ATP® and CTP®</h3><p>The ATP® and CTP® examinations are built from the Guide: every question traces to one task statement. Studying the Guide is studying for the exam.</p></div></div></div></section><section id="audiences"><div><div><div><p>Who it is for</p><h2>A path for every kind of practitioner.</h2></div><p>The Standard is organised by five domains, not job titles, because real roles cross several. Each reading path picks out the task statements that matter most, and says plainly what the Standard does not cover yet.</p></div><div><article><small>01</small><h3>Software developers and engineers</h3><p>The foundations in every domain first, then design and leadership as your role grows.</p><p>Not covered: skills tied to one language, framework or vendor.</p></article><article><small>02</small><h3>AI and machine learning engineers</h3><p>All of the AI domain, plus the engineering that makes AI features dependable.</p><p>Not yet: model-serving internals such as quantisation and inference servers.</p></article><article><small>03</small><h3>Cyber security practitioners</h3><p>Secrets, application vulnerabilities, supply chain, zero trust, threat modelling, and incident response.</p><p>Not yet: security governance and programmes, forensics, detection engineering.</p></article><article><small>04</small><h3>Project, delivery and programme managers</h3><p>The delivery domain end to end, plus leading teams and working with stakeholders.</p><p>Not yet: programme-level practice such as many squads, budgets, vendors and board reporting.</p></article><article><small>05</small><h3>Technology company owners and executives</h3><p>The principles, measuring delivery, technical debt, AI governance and recovery objectives.</p><p>Not yet: owner-level topics such as capital allocation, due diligence and board oversight. Planned.</p></article></div></div></section><section id="contents"><div><div><div><p>Inside the Guide</p><h2>Three parts, one map.</h2><p>Before Part A, an introduction gives a reading path for each kind of practitioner and a plain map of what the Standard does not cover yet. Part A sets out the principles and task statements; Part B explains them, one chapter per domain.</p><div><div><div><div><i></i>IICTP Standard</div><div>TPBOK<sup>™</sup></div><div>The Standard for Technical Practitioners</div><div><span>Version 0.2 · Public draft</span><span>2026</span></div></div></div></div><span>The map, in your hands</span></div><ol><li><small>A</small><div><b>Principles and task statements</b><span>Ten principles and 56 task statements, each tagged for the ATP®, the CTP® or both.</span></div></li><li><small>B1</small><div><b>Architecture &amp; systems design</b><span>Structure, distributed data, failure isolation and scaling.</span></div></li><li><small>B2</small><div><b>Engineering governance &amp; agile delivery</b><span>Integration, flow, delivery metrics, releases and technical debt.</span></div></li><li><small>B3</small><div><b>Applied AI &amp; emerging tech</b><span>LLMs, retrieval, evaluation, AI security and the machine learning life cycle.</span></div></li><li><small>B4</small><div><b>Infrastructure &amp; security</b><span>Pipelines, secrets, supply chain, observability, orchestration and incidents.</span></div></li><li><small>B5</small><div><b>People leadership in engineering</b><span>Communication, review, ethics, mentoring, team design and stakeholders.</span></div></li><li><small>C</small><div><b>Appendices</b><span>Blueprint traceability, crosswalks to SWEBOK, DORA, Scrum, Kanban and the PMBOK® Guide, glossary and licence.</span></div></li></ol></div></div></section><section id="model"><div><div><div><p>How it is examined</p><h2>One map, two examinations.</h2></div><p>Every task statement says which examination may test it. The same task can appear in both, tested at a different depth.</p></div><div><div><small>Examination</small><h3>ATP®</h3><p>Explain the concept, recognise it in a scenario, and apply it correctly when the situation is ordinary. 25 task statements.</p></div><div><small>Examination</small><h3>CTP®</h3><p>Choose between options, justify the choice against trade-offs, and lead others through it when the situation is ambiguous. 38 task statements.</p></div><div><small>Examination</small><h3>Both</h3><p>Seven task statements are examined in both: the ATP® tests explaining and applying, the CTP® tests choosing and justifying.</p></div></div></div></section><section id="anatomy"><div><div><div><p>How it reads</p><h2>Every task, written the same way.</h2><ul><li><em>1</em><span><b>An ID and a task.</b> <!-- -->One thing the practitioner does, in one sentence, numbered so every exam question can trace to it.</span></li><li><em>2</em><span><b>Knowledge and principles.</b> <!-- -->What must be known to do the task, and which of the ten principles it tests.</span></li><li><em>3</em><span><b>The examination.</b> <!-- -->Tagged ATP®, CTP® or both, with a guide section explaining what each expects.</span></li></ul></div><div><div><span>Part A · Domain 1 · Architecture &amp; systems design</span><span>Sample</span></div><h4><small>D1-T09</small>Isolate failure domains</h4><p>Isolate failure domains so a fault in one part does not take down the rest.</p><table><tbody><tr><th><i></i>Exam</th><td>CTP®</td></tr><tr><th><i></i>Knowledge</th><td>Timeouts; retries with backoff and jitter; circuit breakers; bulkheads; graceful degradation; supervision and restart; cascading failure.</td></tr><tr><th><i></i>Principle</th><td>P9 Contain failure.</td></tr><tr><th><i></i>Guide</th><td>Chapter 1: what the CTP® expects, common mistakes, a worked outage scenario and an illustrative question.</td></tr></tbody></table><div><span>Traced to: CTP® blueprint, Architecture &amp; Systems Design (30%)</span><span>TPBOK™ v0.2 · sample</span></div></div></div></div></section><section id="road"><div><div><div><p>Road to release</p><h2>Four stages to the first edition.</h2></div><p>Public review opened in October 2026. This is version 0.2.</p></div><ol><li><small>01</small><h3>Framework · done</h3><p>Five domains, ten principles and the task statement format agreed.</p></li><li><small>02</small><h3>Drafting · done</h3><p>Version 0.2 written: 56 task statements, a guide chapter for every domain, and a reading path for each kind of practitioner.</p></li><li><small>03</small><h3>Public review · open now</h3><p>Read the draft and comment on any statement. Program- and portfolio-level content will be added in later versions.</p></li><li><small>04</small><h3>Publication · planned 2027</h3><p>Release the first edition, with the exams aligned to it.</p></li></ol></div></section><section id="take-part"><div><div><div><p>Take part</p><h2>Help shape the first edition.</h2></div><p>The Guide is written with practitioners. Two ways to contribute before the first edition.</p></div><div><div><small>Public review</small><h3>Review the open draft</h3><p>Download version 0.2 and comment on any principle or task statement. Quote its ID (for example D1-T08 or P4), say what is wrong or missing, and suggest a fix.</p><a href="mailto:standards@iictp.org?subject=Public%20review%20comment%3A%20TPBOK%E2%84%A2%20v0.2">Send a comment</a></div><div><small>Working groups</small><h3>Write a domain</h3><p>Experienced practitioners can join a domain group and help draft and test the statements.</p><a href="mailto:standards@iictp.org?subject=Working%20group%3A%20TPBOK%E2%84%A2%20Guide">Apply to join</a></div></div></div></section><section id="faq"><div><div><div><p>FAQ</p><h2>Questions, answered.</h2><p>Something else? Write to the standards team.</p><a href="mailto:standards@iictp.org?subject=Question%3A%20TPBOK%E2%84%A2%20Guide">Contact the team</a></div><div><details open=""><summary>When will the Guide be published?</summary><p>Version 0.2 is available now as a public review draft. The first edition is planned for 2027, after public review closes.</p></details><details><summary>Will the Guide be free to read?</summary><p>The public review draft is free to read and share, unchanged and with credit, under a Creative Commons licence (CC BY-ND 4.0). Terms for the first edition will be announced before it is published. <a href="/#membership">See membership.</a></p></details><details><summary>How does it relate to the exams?</summary><p>The ATP® and CTP® examinations are built from the Guide: every question traces to one task statement, and each published exam blueprint lists the statements it covers. <a href="/certifications/atp">See the ATP® exam.</a></p></details><details><summary>Is it tied to any vendor or tool?</summary><p>No. Statements describe outcomes, not products, so they stay valid as tools change. Tools named in the guide chapters are examples only.</p></details><details><summary>How often will it be revised?</summary><p>At least once a year, and whenever public review leads to changes. A board to oversee the standard is being formed. <a href="/about/board-of-directors">About the board.</a></p></details></div></div></div></section><section><div><h2>Find your place on the map.</h2><p>Read the draft now, or leave your email and we will write when the first edition is published.</p><form><div><label><span>Your work email</span><input id="notify-close" type="email" required="" placeholder="Your work email" autoComplete="email" value=""/></label></div><small>We will write once, when the first edition is published. This opens your email app to send the request.</small></form></div></section></div><!--/$-->]]></content:encoded></item><item><title>The IICTP Library: Free Domain Guides, Practice Questions, Glossary &amp; Code of Ethics | IICTP</title><link>https://iictp.org/standards/library</link><guid isPermaLink="true">https://iictp.org/standards/library</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Standards</category><dc:creator>IICTP</dc:creator><description>Study the Standard for Technical Practitioners one piece at a time: a guide for each domain, practice questions, a glossary, a casebook of worked scenarios and the code of ethics. Every book is a free PDF.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.jpg"/><link rel="preload" as="image" href="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.jpg"/><link rel="preload" as="image" href="/library/IICTP-Illustrative-Questions.jpg"/><link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>The IICTP Library · <!-- -->12<!-- --> free books</p><h1>Free books for technical practitioners.</h1><p>Study the Standard for Technical Practitioners one piece at a time: a guide for each domain, practice questions, a glossary, a casebook of worked scenarios and the code of ethics. Every book is a free PDF.</p><div><a href="#shelf">Browse the shelf <span></span></a><a href="/standards/tpbok">Read the Standard</a></div></div><div><img src="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.jpg" alt="" width="230" height="329"/><img src="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.jpg" alt="" width="230" height="329"/><img src="/library/IICTP-Illustrative-Questions.jpg" alt="" width="230" height="329"/></div></div></div></section><section id="shelf"><div><div><div><p>Start here</p><h2 id="start">The Standard, the credentials and a campus booklet.</h2></div><p>The Standard and the credentials book are where everything else comes from; the booklet is for students and institutes.</p></div><div><article><a href="/tpbok/TPBOK-v0.2-Public-Draft.pdf"><img src="/tpbok/cover.jpg" alt="Cover of The Standard for Technical Practitioners (TPBOK™)" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>The Standard</small><h3>The Standard for Technical Practitioners (TPBOK™)</h3><p>Ten principles, 56 task statements and a guide chapter for each of the five domains. A public review draft.</p><span>v<!-- -->0.2<!-- --> · <!-- -->138<!-- --> pages · <!-- -->4 MB</span><span><a href="/tpbok/TPBOK-v0.2-Public-Draft.pdf" download="">Download PDF</a><a href="/standards/tpbok">About the Standard</a></span></div></article><article><a href="/credentials-book/IICTP-Credentials-Book-v0.1.pdf"><img src="/credentials-book/cover.jpg" alt="Cover of The IICTP Credentials Book" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Credentials</small><h3>The IICTP Credentials Book</h3><p>All ten credentials with their badges and sample certificates: who each is for, how it is earned and what the exam covers.</p><span>v<!-- -->0.1<!-- --> · <!-- -->50<!-- --> pages · <!-- -->11 MB</span><span><a href="/credentials-book/IICTP-Credentials-Book-v0.1.pdf" download="">Download PDF</a><a href="/certifications/credentials-book">About the book</a></span></div></article><article><a href="/campus/IICTP-From-Campus-to-Contributor.pdf"><img src="/campus/cover.jpg" alt="Cover of From Campus to Contributor" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Institute booklet</small><h3>From Campus to Contributor</h3><p>Interview preparation and real-world tool building for final-year students, with case studies and a 12-week programme for institutes.</p><span>v<!-- -->1.0<!-- --> · <!-- -->172<!-- --> pages · <!-- -->5.4 MB</span><span><a href="/campus/IICTP-From-Campus-to-Contributor.pdf" download="">Download PDF</a><a href="https://book.iictp.org/campus-to-contributor">About the booklet</a></span></div></article></div></div></section><section><div><div><div><p>TPBOK Domain Guides</p><h2 id="guides">One guide for each domain.</h2></div><p>Each guide holds a domain’s task statements, its full chapter with a worked scenario and questions, the ten principles and a glossary. Pick the area you work in.</p></div><div><article><a href="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.pdf"><img src="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.jpg" alt="Cover of Domain Guide 1: Architecture &amp; Systems Design" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>TPBOK Domain Guide 1 of 5</small><h3>Domain Guide 1: Architecture &amp; Systems Design</h3><p>Service and module design, APIs, events, caching, consistency, failure isolation, scaling and legacy migration.</p><span>v<!-- -->0.2<!-- --> · <!-- -->31<!-- --> pages · <!-- -->1.5 MB</span><span><a href="/library/IICTP-TPBOK-Domain-Guide-1-Architecture.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-TPBOK-Domain-Guide-2-Delivery.pdf"><img src="/library/IICTP-TPBOK-Domain-Guide-2-Delivery.jpg" alt="Cover of Domain Guide 2: Engineering Governance &amp; Agile Delivery" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>TPBOK Domain Guide 2 of 5</small><h3>Domain Guide 2: Engineering Governance &amp; Agile Delivery</h3><p>Git and pull requests, Scrum and Kanban, flow, DORA metrics, release trains, decision records, technical debt and tailoring delivery.</p><span>v<!-- -->0.2<!-- --> · <!-- -->31<!-- --> pages · <!-- -->1.4 MB</span><span><a href="/library/IICTP-TPBOK-Domain-Guide-2-Delivery.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.pdf"><img src="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.jpg" alt="Cover of Domain Guide 3: Applied AI &amp; Emerging Tech Integration" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>TPBOK Domain Guide 3 of 5</small><h3>Domain Guide 3: Applied AI &amp; Emerging Tech Integration</h3><p>How LLMs behave, verifying AI output, retrieval, evaluation, AI security, production use, governance and the machine learning life cycle.</p><span>v<!-- -->0.2<!-- --> · <!-- -->45<!-- --> pages · <!-- -->1.7 MB</span><span><a href="/library/IICTP-TPBOK-Domain-Guide-3-Applied-AI.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-TPBOK-Domain-Guide-4-Infrastructure-Security.pdf"><img src="/library/IICTP-TPBOK-Domain-Guide-4-Infrastructure-Security.jpg" alt="Cover of Domain Guide 4: Infrastructure &amp; Security" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>TPBOK Domain Guide 4 of 5</small><h3>Domain Guide 4: Infrastructure &amp; Security</h3><p>CI/CD, secrets, vulnerabilities, supply chain, zero trust, threat modelling, observability, orchestration, infrastructure as code and incident response.</p><span>v<!-- -->0.2<!-- --> · <!-- -->34<!-- --> pages · <!-- -->1.5 MB</span><span><a href="/library/IICTP-TPBOK-Domain-Guide-4-Infrastructure-Security.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-TPBOK-Domain-Guide-5-People-Leadership.pdf"><img src="/library/IICTP-TPBOK-Domain-Guide-5-People-Leadership.jpg" alt="Cover of Domain Guide 5: People Leadership in Engineering" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>TPBOK Domain Guide 5 of 5</small><h3>Domain Guide 5: People Leadership in Engineering</h3><p>Writing, collaboration, code review, ethics, leading and mentoring, careers, psychological safety, team design and stakeholders.</p><span>v<!-- -->0.2<!-- --> · <!-- -->33<!-- --> pages · <!-- -->1.4 MB</span><span><a href="/library/IICTP-TPBOK-Domain-Guide-5-People-Leadership.pdf" download="">Download PDF</a></span></div></article></div></div></section><section><div><div><div><p>Practice, reference and conduct</p><h2 id="more">Learn it, test it, look it up.</h2></div><p>Questions to try, cases to work through, every term defined, and the code holders are asked to keep.</p></div><div><article><a href="/library/IICTP-Illustrative-Questions.pdf"><img src="/library/IICTP-Illustrative-Questions.jpg" alt="Cover of Illustrative Questions" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Practice</small><h3>Illustrative Questions</h3><p>27 scenario questions for the ATP and CTP levels, with the answer and the reasoning for each wrong option. Written for the TPBOK; not from the exam bank.</p><span>v<!-- -->0.2<!-- --> · <!-- -->26<!-- --> pages · <!-- -->1.0 MB</span><span><a href="/library/IICTP-Illustrative-Questions.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-Glossary-of-Technical-Practice.pdf"><img src="/library/IICTP-Glossary-of-Technical-Practice.jpg" alt="Cover of Glossary of Technical Practice" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Reference</small><h3>Glossary of Technical Practice</h3><p>61 terms from the TPBOK, from bounded contexts to zero trust, defined in plain language and tied to their domain.</p><span>v<!-- -->0.2<!-- --> · <!-- -->9<!-- --> pages · <!-- -->0.6 MB</span><span><a href="/library/IICTP-Glossary-of-Technical-Practice.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-Casebook.pdf"><img src="/library/IICTP-Casebook.jpg" alt="Cover of Casebook" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Practice</small><h3>Casebook</h3><p>11 worked scenarios: 6 leadership cases and 5 short practitioner cases, each with the reasoning and what a weaker answer looks like.</p><span>v<!-- -->0.2<!-- --> · <!-- -->29<!-- --> pages · <!-- -->1.0 MB</span><span><a href="/library/IICTP-Casebook.pdf" download="">Download PDF</a></span></div></article><article><a href="/library/IICTP-Code-of-Ethics.pdf"><img src="/library/IICTP-Code-of-Ethics.jpg" alt="Cover of Code of Ethics and Professional Conduct" loading="lazy" decoding="async" width="350" height="500"/></a><div><small>Conduct</small><h3>Code of Ethics and Professional Conduct</h3><p>The seven canons proposed for every credential holder, the annual attestation, how a concern is raised and handled, and how the TPBOK supports each canon.</p><span>v<!-- -->0.1<!-- --> · <!-- -->13<!-- --> pages · <!-- -->0.8 MB</span><span><a href="/library/IICTP-Code-of-Ethics.pdf" download="">Download PDF</a></span></div></article></div></div></section><section><div><div><div><p>Certification handbooks</p><h2 id="hb">Taking an exam?</h2></div><p>The handbooks cover eligibility, booking, scoring, fees and renewal. Exam blueprints for all ten credentials are on the <a href="/certifications/exam-facts">exam facts page</a>.</p></div><div><a href="/handbooks/IICTP-ATP-Handbook.pdf" download=""><b>ATP®<!-- --> Handbook<br/><span>Associate Technical Practitioner</span></b><span>8 pages · PDF</span></a><a href="/handbooks/IICTP-CTP-Handbook.pdf" download=""><b>CTP®<!-- --> Handbook<br/><span>Certified Technical Practitioner</span></b><span>8 pages · PDF</span></a></div></div></section><section><div><div><div><p>Good to know</p><h2 id="good">Drafts, and what IICTP is.</h2></div></div><p><b>These books are drafts, as of <!-- -->22 October 2026<!-- -->.</b> The Standard is in public review, and the books will change as it does. IICTP is a new independent credentialing body and is not ISO/IEC 17024 accredited. It does not promise employment, salary or employer recognition.</p></div></section><section><div><div><div><p>Questions</p><h2 id="faq">About the library.</h2><p>Short answers.</p></div><div><details open=""><summary>Are the books free?</summary><p>Yes. Every book in the library is a free PDF.</p></details><details><summary>Which book should I start with?</summary><p>Start with the Standard itself, or with the Domain Guide for the area you work in. If you are preparing for the ATP® or CTP®, read the guide for each domain and then try the Illustrative Questions and the Casebook.</p></details><details><summary>Are the Illustrative Questions the exam questions?</summary><p>No. They were written for the TPBOK and are not taken from the exam bank. Doing well on them does not predict a result in the real examination.</p></details><details><summary>Is the Code of Ethics final?</summary><p>No. The seven canons are published as proposals and are open for comment. The booklet follows the website, and where they differ the website is authoritative.</p></details><details><summary>Why do the books say “draft”?</summary><p>The Standard is in public review. The Domain Guides, questions, glossary and casebook are cut from version 0.2 of it, so they will change as it does. Comments are welcome at standards@iictp.org.</p></details></div></div></div></section><section><div><p>Next step</p><h2>Start with the Standard.</h2><div><a href="/standards/tpbok">The Standard for Technical Practitioners <span></span></a><a href="/certifications/exam-facts">Exam facts &amp; blueprints</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Impartiality Policy &amp; Exam Whistleblower Safeguards | IICTP</title><link>https://iictp.org/about/impartiality</link><guid isPermaLink="true">https://iictp.org/about/impartiality</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>Anyone who applies, sits an exam or holds an IICTP credential is judged against the same published rules. Here is what we commit to, and how to report something that does not look right.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Impartiality and conduct</p><h1>The same standard for everyone.</h1><p>Anyone who applies, sits an exam or holds an IICTP credential is judged against the same published rules. Here is what we commit to, and how to report something that does not look right.</p></div></div></div></section><section><div><div><div><p>Impartiality statement</p><h2>What we commit to</h2></div><p>IICTP will act impartially toward every applicant, candidate and credential holder, and will keep the interests of those who sell preparation separate from those who decide results.</p></div><div><div><small>01</small><h3>Same exam, same bar</h3><p>Everyone sitting a credential faces the same exam and the same published pass mark, whatever their country, employer, training provider or membership status. Pass marks are listed on the exam facts page.</p></div><div><small>02</small><h3>Standard, exam and training kept apart</h3><p>The people who set the standard, the people who run the exam and the people who sell preparation are kept separate.</p></div><div><small>03</small><h3>Training does not buy a pass</h3><p>Organizations that sell preparation have no say in who passes, and IICTP does not guarantee a pass rate to anyone.</p></div><div><small>04</small><h3>Declared interests</h3><p>People who write or review exam questions declare any link to a training provider, and do not review questions for a provider they are linked to.</p></div></div></div></section><section><div><div><div><p>Reporting a concern</p><h2>Pick the route that fits</h2></div><p>Each address goes to one desk. Say what you saw, when, and which credential or candidate reference it concerns. Attach evidence if you have it.</p></div><div><div><small>01</small><h3>Suspected exam misconduct</h3><p>Cheating, impersonation, sharing exam content, or other unfair conduct around an exam. ethics@iictp.org</p></div><div><small>02</small><h3>A fake or misused credential</h3><p>Someone claims a credential they do not hold, or one that has lapsed. verify@iictp.org</p></div><div><small>03</small><h3>A concern about a holder, partner or staff member</h3><p>Conduct that breaches the Code of Ethics. ethics@iictp.org</p></div><div><small>04</small><h3>A result you want reviewed</h3><p>Include your candidate reference. appeals@iictp.org</p></div></div></div></section><section><div><div><div><p>After you report</p><h2>What happens to a report</h2></div><p>Every report follows the same steps.</p></div><div><div><small>01</small><h3>Handled in confidence</h3><p>Reports are handled in confidence, and the reporter is not named without consent unless the law requires it.</p></div><div><small>02</small><h3>No retaliation by IICTP</h3><p>IICTP will not take action against a holder for reporting in good faith.</p></div><div><small>03</small><h3>Exam misconduct</h3><p>A suspected breach is screened, then reviewed by someone with no link to the case. You are told what is alleged and have 14 days to respond before a decision. Sanctions are: the result is voided, a ban from IICTP exams of up to 3 years, or revocation of a credential.</p></div><div><small>04</small><h3>Conduct concerns</h3><p>A first review, an independent inquiry, a chance for the person concerned to respond, then a decision and a record. The four stages are on the Ethics page.</p></div></div></div></section><section><div><p>IICTP is an independent credential and is not ISO/IEC 17024 accredited.</p><div><a href="mailto:ethics@iictp.org?subject=Concern">Report a concern<!-- --> <span></span></a><a href="/about/ethics">Read the Code of Ethics</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>What Is a Technical Practitioner? Definition &amp; Career Ladder | IICTP</title><link>https://iictp.org/about/what-is-a-technical-practitioner</link><guid isPermaLink="true">https://iictp.org/about/what-is-a-technical-practitioner</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>The people who design, build, run and lead technology work, and answer for the technical decisions in it. Here is what that means, how it differs from related roles, and how IICTP recognises it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About the profession</p><h1>What is a technical practitioner?</h1><p>The people who design, build, run and lead technology work, and answer for the technical decisions in it. Here is what that means, how it differs from related roles, and how IICTP recognises it.</p><div><a href="#check">Is this you? <span></span></a><a href="/certifications/exam-facts">See the exams</a></div></div><div><p>Where the three circles meet</p></div></div></div></section><section><div><div><div><p>The short answer</p><h2 id="short">The short answer</h2><p>A technical practitioner builds, runs or leads technology work and is <mark>answerable for the technical decisions in it</mark>. They choose designs, weigh risks and trade-offs, set quality bars, and take responsibility when a system fails.</p></div><aside><b>Not a protected title</b><p>This is how IICTP uses the term. Many people who do this work are called something else:</p><div><span>Software engineer</span><span>Tech lead</span><span>Engineering manager</span><span>Architect</span><span>Site reliability engineer</span><span>Technical program manager</span></div></aside></div><div><div><small>01</small><h3>Technical depth</h3><p>They can do the work, or read it well enough to judge it.</p></div><div><small>02</small><h3>Delivery and risk judgement</h3><p>They know how systems reach production safely, and what can go wrong on the way.</p></div><div><small>03</small><h3>People and team leadership</h3><p>They shape how a team works, even without a manager title.</p></div></div><p>Someone strong in one circle alone is a specialist. The practitioner is where all three meet.</p></div></section><section><div><div><div><p>Compared with</p><h2 id="roles">How it differs from related roles.</h2></div><p>Titles vary by company. These are typical emphases, not rules, and real jobs often blend them.</p></div><div><article><span>The subject of this page</span><h3>Technical practitioner</h3><p>“<!-- -->What is the best technical decision here, and who does it affect?<!-- -->”</p><dl><div><dt>Typical output</dt><dd>Designs, risk calls, quality bars, systems that run</dd></div></dl></article><div><article><h3>Software engineer</h3><p>“<!-- -->How do I build this correctly?<!-- -->”</p><dl><div><dt>Typical output</dt><dd>Working, tested code</dd></div><div><dt>Relation</dt><dd>Becomes a practitioner when they also own design and delivery decisions.</dd></div></dl></article><article><h3>Project manager</h3><p>“<!-- -->Will the work finish within its scope, time and budget?<!-- -->”</p><dl><div><dt>Typical output</dt><dd>Plans, schedules, status, stakeholder alignment</dd></div><div><dt>Relation</dt><dd>Understands the technical plan; need not make the design decisions.</dd></div></dl></article><article><h3>Architect</h3><p>“<!-- -->How should the system be structured?<!-- -->”</p><dl><div><dt>Typical output</dt><dd>Architecture, standards, decision records</dd></div><div><dt>Relation</dt><dd>At lead level, practitioners do architecture as part of delivery.</dd></div></dl></article><article><h3>Engineering manager</h3><p>“<!-- -->How do I help this team deliver and grow?<!-- -->”</p><dl><div><dt>Typical output</dt><dd>Team health, hiring, delivery</dd></div><div><dt>Relation</dt><dd>The practitioner track covers the technical judgement a manager needs.</dd></div></dl></article></div></div></div></section><section><div><div><div><p>In practice</p><h2 id="decisions">What a technical practitioner actually decides.</h2></div><p>The work shows up as judgement calls. Here are six, with the thinking behind a good answer.</p></div><div><article><span><i></i>Technical risk</span><h3>A dependency owned by another team keeps failing, and a release is due on Friday.</h3><hr/><small>Good thinking</small><p>Treat it as a shared risk with an owner and a deadline, and gate the release on a stated error budget. Retries alone hide the signal; freezing everything is out of proportion.</p></article><article><span><i></i>Architecture</span><h3>Should we split the monolith into services?</h3><hr/><small>Good thinking</small><p>Decide from the boundaries of the teams and of change, not from fashion. Information hiding (Parnas) and the link between team structure and system structure (Conway) are the guides.</p></article><article><span><i></i>Applied AI</span><h3>A team wants to use AI code generation across the whole codebase.</h3><hr/><small>Good thinking</small><p>Decide where it helps and which checks must exist before code merges. Faster code can strain testing and review, so the guardrails come first.</p></article><article><span><i></i>Infrastructure and security</span><h3>A production incident is under way at 2 a.m.</h3><hr/><small>Good thinking</small><p>Contain the blast radius, restore service first, then hold a blameless review that fixes the system, not the person.</p></article><article><span><i></i>People leadership</span><h3>Two teams keep blocking each other.</h3><hr/><small>Good thinking</small><p>Look at ownership and team boundaries before blaming individuals. Structure shapes behaviour.</p></article><article><span><i></i>Governance and delivery</span><h3>Releases take three weeks.</h3><hr/><small>Good thinking</small><p>Measure lead time and batch size, shrink the batches, and automate the quality gates so speed and stability rise together.</p></article></div></div></section><section><div><div><div><p>The body of knowledge</p><h2 id="knowledge">Five areas every exam draws on.</h2></div><p>IICTP’s TPBOK™ organises the profession into five domains. Each IICTP exam tests them, in different proportions.</p></div><div><div><small>Domain <!-- -->1</small><b>Architecture &amp; Systems Design</b><span>How systems are divided, how parts talk to each other, and how they keep working as they grow.</span></div><div><small>Domain <!-- -->2</small><b>Engineering Governance &amp; Agile Delivery</b><span>How work flows from idea to production: small batches, quality gates, and honest measurement.</span></div><div><small>Domain <!-- -->3</small><b>Applied AI &amp; Emerging Tech Integration</b><span>Using new technology, including AI, where it helps, and verifying what it produces.</span></div><div><small>Domain <!-- -->4</small><b>Infrastructure &amp; Security</b><span>Running systems safely: least privilege, observability, recovery, and limiting the damage when things fail.</span></div><div><small>Domain <!-- -->5</small><b>People Leadership in Engineering</b><span>Team structure, blameless learning, mentoring, and keeping the cognitive load on a team manageable.</span></div></div><a href="/standards/tpbok">Read the TPBOK guide <span></span></a></div></section><section><div><div><div><p>Ways of working</p><h2 id="habits">Habits that mark a practitioner.</h2></div><p>Tools change every few years. These habits have held across decades of engineering practice and appear in many different frameworks.</p></div><ol><li><small>0<!-- -->1</small><div><h3>Close the feedback loop</h3><p>Plan, act, check, adjust. Work is inspected against a baseline, and the result changes the next step (Deming’s Plan-Do-Check-Act).</p></div></li><li><small>0<!-- -->2</small><div><h3>Keep batches small</h3><p>Small changes are easier to understand, test and undo. The DORA research programme links small batches with better delivery outcomes.</p></div></li><li><small>0<!-- -->3</small><div><h3>Separate what from how</h3><p>Someone decides what value is wanted; the people doing the work decide how to build it. Mixing the two is a common source of failure.</p></div></li><li><small>0<!-- -->4</small><div><h3>Define “done” so it can be checked</h3><p>A quality bar a reviewer can verify, not a feeling.</p></div></li><li><small>0<!-- -->5</small><div><h3>Surface risk early</h3><p>Royce warned in 1970 that a single sequential pass is risky and recommended building a pilot first. Find the hard part before it finds you.</p></div></li><li><small>0<!-- -->6</small><div><h3>Respect human limits</h3><p>Adding people to a late project can make it later (Brooks). Systems tend to mirror the communication structure of the organisation that builds them (Conway).</p></div></li><li><small>0<!-- -->7</small><div><h3>Be open about failure</h3><p>Blameless reviews and psychological safety are how an organisation learns from incidents instead of hiding them.</p></div></li></ol></div></section><section><div><div><div><p>Where IICTP fits</p><h2 id="path">A credential for each stage of the work.</h2></div><p>They are peers, not rungs you must climb in order. Pick the one that matches the work you do now.</p></div><div><a href="/certifications/atp"><small>Early career, 0–2 years</small><b>ATP®</b><span>Associate Technical Practitioner</span><i>→</i></a><a href="/certifications/ctp"><small>Leading a team, 3–7 years</small><b>CTP®</b><span>Certified Technical Practitioner</span><i>→</i></a><a href="/certifications/pgtp"><small>Leading programs across teams, 7–12 years</small><b>PgTP®</b><span>Program Technical Practitioner</span><i>→</i></a><a href="/certifications/pftp"><small>Responsible for a portfolio, 12+ years</small><b>PfTP®</b><span>Portfolio Technical Practitioner</span><i>→</i></a></div><div><b>Or go deep in one area:</b><a href="/certifications/aip">AIP®<!-- --> · <!-- -->AI Practitioner</a><a href="/certifications/cap">CAP®<!-- --> · <!-- -->Cloud Architecture Practitioner</a><a href="/certifications/adp">ADP®<!-- --> · <!-- -->Agile Delivery Practitioner</a><a href="/certifications/iesp">IESP®<!-- --> · <!-- -->IoT &amp; Embedded Systems</a><a href="/certifications/llmp">LLMP®<!-- --> · <!-- -->Local LLM Practitioner</a><a href="/certifications/cstp">CSTP®<!-- --> · <!-- -->Clean Software Telemetry</a></div><a href="/certifications/exam-facts">Compare requirements and pass marks <span></span></a></div></section><section id="check"><div><div><div><p>Self-check</p><h2 id="you">Is this you?</h2></div><p>Tick what is true. It is a rough guide to how your work compares, not an eligibility check.</p></div><div><ul><li><label><input type="checkbox"/><span>I have chosen between two technical designs and explained why.</span></label></li><li><label><input type="checkbox"/><span>I have been answerable for a release or a production incident.</span></label></li><li><label><input type="checkbox"/><span>I have reviewed other people’s code or designs and changed the outcome.</span></label></li><li><label><input type="checkbox"/><span>I can explain a technical trade-off to someone who is not technical.</span></label></li><li><label><input type="checkbox"/><span>I have made a call on a technical risk when the information was incomplete.</span></label></li><li><label><input type="checkbox"/><span>I have helped another engineer get better at their work.</span></label></li><li><label><input type="checkbox"/><span>I have improved how my team builds, tests or ships, not just what it ships.</span></label></li></ul><div><p>The more you tick, the more your work looks like a technical practitioner’s.</p><a href="/check-your-experience">Check your eligibility <span></span></a></div></div></div></section><section><div><div><div><p>FAQ</p><h2 id="faq">Questions, answered.</h2><p>Short answers on the term, the credentials and what they do and do not promise.</p></div><div><details><summary>Is “technical practitioner” an official job title?</summary><p>No. It is the term IICTP uses for a role that many companies call something else: software engineer, tech lead, engineering manager, architect, site reliability engineer, technical program manager. It is not a legally protected title, and holding an IICTP credential does not change anyone’s job title.</p></details><details><summary>Do I have to manage people?</summary><p>No. Tech leads and senior engineers who own technical decisions fit as well as managers do. The ATP credential assumes no leadership experience at all.</p></details><details><summary>How is this different from a project management certification?</summary><p>A project management credential generally centres on managing the work: plans, schedules, scope and stakeholders. IICTP’s exams centre on technical judgement: design, risk, delivery and operations. They answer different questions, and some people hold both.</p></details><details><summary>Do I need a degree?</summary><p>For the ATP you need a secondary degree or equivalent and 23 contact hours of technical education. For the CTP you need a bachelor’s degree and 36 months of technical leadership, or 60 months without a degree. See the exam facts page for every credential.</p></details><details><summary>Is this the same as being a software engineer?</summary><p>They overlap. An engineer builds the thing. A practitioner is also accountable for the decisions around it: what to build, how to release it safely, and what to do when it breaks.</p></details><details><summary>Will a credential get me a job or a raise?</summary><p>No credential can promise that, and IICTP does not. What it offers is a checkable record, in a public registry, that you passed a defined exam.</p></details><details><summary>Is IICTP accredited?</summary><p>No. IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></details></div></div></div></section><section><div><details><summary id="src">Sources and further reading (<!-- -->11<!-- -->)</summary><ol><li>Beyer, B., Jones, C., Petoff, J. and Murphy, N. R. (eds.) (2016). Site Reliability Engineering. O’Reilly Media.</li><li>Brooks, F. P. (1975). The Mythical Man-Month. Addison-Wesley.</li><li>Brooks, F. P. (1987). “No Silver Bullet: Essence and Accidents of Software Engineering.” IEEE Computer 20(4).</li><li>Conway, M. E. (1968). “How Do Committees Invent?” Datamation 14(4).</li><li>Deming, W. E. (1986). Out of the Crisis. MIT Center for Advanced Engineering Study.</li><li>Evans, E. (2003). Domain-Driven Design. Addison-Wesley.</li><li>Forsgren, N., Humble, J. and Kim, G. (2018). Accelerate. IT Revolution Press.</li><li>Parnas, D. L. (1972). “On the Criteria To Be Used in Decomposing Systems into Modules.” Communications of the ACM 15(12).</li><li>Royce, W. W. (1970). “Managing the Development of Large Software Systems.” Proceedings of IEEE WESCON.</li><li>Saltzer, J. H. and Schroeder, M. D. (1975). “The Protection of Information in Computer Systems.” Proceedings of the IEEE 63(9).</li><li>Skelton, M. and Pais, M. (2019). Team Topologies. IT Revolution Press.</li></ol></details><p>This page describes how IICTP uses the term “technical practitioner”. IICTP is a new independent credential and is not ISO/IEC 17024 accredited.</p></div></section><section><div><p>Next step</p><h2>See which credential fits the work you do.</h2><div><a href="/#certifications">Explore the credentials <span></span></a><a href="https://blogs.iictp.org">Read the blog</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Annual Transparency Reports &amp; Global Statistics | IICTP</title><link>https://iictp.org/about/annual-reports</link><guid isPermaLink="true">https://iictp.org/about/annual-reports</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>Each year IICTP publishes a report on its exams, registry, conduct cases and finances. This page sets out what every report contains, so you can hold us to it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Reports and disclosures</p><h1>What we publish, every year.</h1><p>Each year IICTP publishes a report on its exams, registry, conduct cases and finances. This page sets out what every report contains, so you can hold us to it.</p></div></div></div></section><section><div><div><div><p>Status</p><h2>Published reports.</h2></div><p>Each report is listed here once the year it covers has closed. No figure, auditor name or filing appears unless it is real.</p></div></div></section><section><div><div><div><p>Contents</p><h2>What an annual report will cover.</h2></div></div><div><div><small>01</small><h3>Examination statistics</h3><p>Candidates, results and pass rates for each credential, with how they were counted.</p></div><div><small>02</small><h3>Registry integrity</h3><p>Records issued, corrected and withdrawn, and any incident that affected a record.</p></div><div><small>03</small><h3>Ethics and conduct</h3><p>The number of concerns received and the outcomes, without naming people unless the rules allow.</p></div><div><small>04</small><h3>Finances</h3><p>A financial statement. If it is reviewed by an independent auditor, the report will name the auditor and the scope. If not, it will say so.</p></div></div></div></section><section><div><p>Want each report when it is published? Write to us and we will send it.</p><div><a href="mailto:standards@iictp.org?subject=Annual%20report%20notice">Get the report<!-- --> <span></span></a><a href="/about/board-of-directors">Board of Global Standards</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Our Legacy, Charter &amp; Independent Foundation | IICTP</title><link>https://iictp.org/about/our-legacy</link><guid isPermaLink="true">https://iictp.org/about/our-legacy</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>IICTP was founded to be a vendor-neutral standard for technical practitioners. Its credibility rests on one separation: those who set the standard do not sell the training.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Our legacy</p><h1>Built independent, on purpose.</h1><p>IICTP was founded to be a vendor-neutral standard for technical practitioners. Its credibility rests on one separation: those who set the standard do not sell the training.</p><div><a href="#charter">Read the charter<!-- --> <span></span></a><a href="#roadmap">See the roadmap</a></div></div><figure><div><span>Founding charter</span><span>IICTP-FOUNDING-CHARTER-V1</span></div><figcaption>Founding mandate</figcaption><blockquote>“The Insignia shall stand as an incorruptible public standard that the bearer possesses verified technical leadership, architectural discipline, and adherence to objective engineering governance—validated independently of commercial software sales.”</blockquote><div><span>Independent standard-setting</span><span>TPBOK™</span></div></figure></div><div><div><b>5</b><span>TPBOK™ domains</span></div><div><b>10</b><span>Credentials</span></div><div><b>3 years</b><span>Renewal cycle</span></div></div></div></section><section id="charter"><div><div><div><p>The charter</p><h2>Five articles of the founding charter.</h2></div><p>Each one is stated publicly so it can be checked as it is delivered.</p></div><ol><li><small>Article I</small><div><p>The standard</p><h3>TPBOK™, the Technical Practitioner Body of Knowledge.</h3><p>Five engineering domains that every credential is built on.</p></div><a href="/standards/tpbok">Read more </a></li><li><small>Article II</small><div><p>The governance</p><h3>A Board of Global Standards, independent of training sales.</h3><p>Seats are for CTOs and enterprise architects with no commercial stake in training.</p></div><a href="/about/board-of-directors">Read more </a></li><li><small>Article III</small><div><p>The assessment</p><h3>Scenario-based exams.</h3><p>Judgement in realistic situations, not product recall. The CTP® exam has 150 scenario-based questions.</p></div><a href="/certifications/ctp">Read more </a></li><li><small>Article IV</small><div><p>The upkeep</p><h3>A three-year cycle of Technical Development Units.</h3><p>Each credential is renewed with 30 to 60 TDUs, depending on the credential.</p></div><a href="/#tdu">Read more </a></li><li><small>Article V</small><div><p>The proof</p><h3>Public, verifiable credential records.</h3><p>Anyone can check a credential in public, without asking IICTP.</p></div><a href="/verify">Read more </a></li></ol></div></section><section id="roadmap"><div><div><div><p>The roadmap</p><h2>Three phases of growth.</h2></div><p>The sequence of the rollout, from the standard itself to a global network. It describes the order, not a calendar.</p></div><ol><li><span>0<!-- -->1</span><div><small>Phase 1</small><h3>The foundation</h3><p>TPBOK™ version 1.0 across five core engineering domains, the Board of Global Standards, and the flagship Certified Technical Practitioner credential.</p><ul><li>TPBOK™ 1.0</li><li>Board of Global Standards</li><li>CTP®</li><li>ADP™</li></ul></div></li><li><span>0<!-- -->2</span><div><small>Phase 2</small><h3>The partner network and specializations</h3><p>Authorized Training Partners and Certified IICTP Instructor accreditation, the first specialized credentials, and automated TDU tracking.</p><ul><li>Authorized Training Partners</li><li>CII accreditation</li><li>AIP™</li><li>CAP®</li><li>LLMP®</li><li>TDU portal</li></ul></div></li><li><span>0<!-- -->3</span><div><small>Phase 3</small><h3>Global scale</h3><p>Volunteer-led regional chapters, benchmarking assessments for enterprise IT services, and a published index of technical leadership.</p><ul><li>Regional chapters</li><li>Workforce benchmarking</li><li>A published index of technical leadership</li></ul></div></li></ol></div></section><section id="ladder"><div><div><div><p>The credentials</p><h2>Four core credentials, from early practice to enterprise leadership.</h2></div><p>Six specialized credentials sit beside the core credentials. Together that is ten.</p></div><div><a href="/certifications/atp"><p>ATP®</p><p>Foundations</p><p>Junior developers, associate PMs and QA leads.</p></a><a href="/certifications/ctp"><p>CTP®</p><p>Practitioner</p><p>Tech leads, engineering managers and senior IT PMs.</p></a><a href="/certifications/pgtp"><p>PgTP®</p><p>Program</p><p>Program managers, multi-squad leads and principal architects.</p></a><a href="/certifications/pftp"><p>PfTP®</p><p>Portfolio</p><p>VPs of engineering, chief architects, CTOs and portfolio directors.</p></a></div></div></section><section><div><h2>The TPBOK™ Guide describes what each level requires in detail.</h2><p>The TPBOK™ Guide is the body of knowledge behind every credential. It is open to review.</p><div><a href="/standards/tpbok">Read the TPBOK™ Guide<!-- --> <span></span></a><a href="/#certifications">See the credentials</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Board of Directors &amp; Global Governance Council | IICTP</title><link>https://iictp.org/about/board-of-directors</link><guid isPermaLink="true">https://iictp.org/about/board-of-directors</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>IICTP’s credibility rests on one rule: the people who set the standard and guard the exams must have no commercial stake in the outcome. This page shows the board’s seats, what each one does, and who may sit in it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Governance</p><h1>The standard is independent by design.</h1><p>IICTP’s credibility rests on one rule: the people who set the standard and guard the exams must have no commercial stake in the outcome. This page shows the board’s seats, what each one does, and who may sit in it.</p><div><a href="#directory">See the board seats<!-- --> <span></span></a><a href="/about/annual-reports">Reports and disclosures</a></div></div><div><div><span>Standard-setting</span><span>Independent</span></div><div><b>Board of Global Standards (BGS)</b><span>Independent</span></div><div></div><div><div><b>Academic &amp; Syllabus Committee</b><span>ASC</span></div><div><b>Assessment Integrity &amp; Ethics Board</b><span>AIEB</span></div></div><div><span>No commercial training interest · No equity in academies · No commissions on exams</span></div><div><span>Operations</span><span>Executive management</span></div><div><b>Executive Management Body (EMB)</b><span>Certifications · ATPs · Chapters</span></div><p>Structure set out in the IICTP operating blueprint.</p></div></div><div><div><b>Seats open</b><span>For nomination</span></div><div><b>TPBOK™ and exam validation</b><span>Every year</span></div><div><b>Anti-commercial conflict rule</b><span>Applies to every seat</span></div></div></div></section><section id="independence"><div><div><div><p>The rule</p><h2>A strict separation.</h2><p>To protect the value of the credential, IICTP separates standard-setting from commercial operations.</p><ul><li><small>0<!-- -->1</small><b>Independent seats</b></li><li><small>0<!-- -->2</small><b>No exam preparation sales</b></li><li><small>0<!-- -->3</small><b>Published criteria</b></li></ul></div><div><ul><li><i></i><span><b>Standard-setting.</b> The Board, the Committee and the Integrity Board.</span></li><li><i></i><span><b>Operations.</b> The Executive Management Body and its network.</span></li><li><i></i><span><b>The wall.</b> Nothing commercial crosses it.</span></li></ul></div></div></div></section><section id="directory"><div><div><div><p>The board seats</p><h2>Open for nomination.</h2></div><p>These are the seats on the board, and what each requires. Nominations are open: write to standards@iictp.org.</p><p><strong>We name only real, verified people.</strong> Each seat will be filled by a named individual, with their affiliation and conflict-of-interest declaration, before launch. Until then it stays open; we never publish placeholders or invented profiles.</p></div><div><article><div><span>BGS</span></div><h3>Chair, Board of Global Standards</h3><p>Seat open</p><p>Leads the annual review of the TPBOK™ and the validation of exam question banks.</p><p>Who may sit:<!-- --> <!-- -->A senior architect or engineering executive with no commercial training or vendor interest.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article><article><div><span>ASC</span></div><h3>Chair, Academic &amp; Syllabus Committee</h3><p>Seat open</p><p>Leads the syllabi across the five TPBOK™ domains and the item-writing groups.</p><p>Who may sit:<!-- --> <!-- -->A systems or software engineering academic or practitioner with syllabus experience.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article><article><div><span>AIEB</span></div><h3>Chair, Assessment Integrity &amp; Ethics Board</h3><p>Seat open</p><p>Leads exam validity, proctoring security and investigation of breaches of the Code of Ethics.</p><p>Who may sit:<!-- --> <!-- -->A security or assessment specialist, with no role in training or exam preparation.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article><article><div><span>EML</span></div><h3>Board member, emerging technology</h3><p>Seat open</p><p>Advises on AI, LLM and edge topics in the specialized credentials.</p><p>Who may sit:<!-- --> <!-- -->A practising engineer or leader in applied AI.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article><article><div><span>CAL</span></div><h3>Board member, cloud and infrastructure</h3><p>Seat open</p><p>Advises on cloud architecture content and its yearly review.</p><p>Who may sit:<!-- --> <!-- -->A practising cloud or platform architect.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article><article><div><span>GOV</span></div><h3>Independent governance counsel</h3><p>Seat open</p><p>Advises on separation rules, conflicts of interest and compliance.</p><p>Who may sit:<!-- --> <!-- -->A lawyer experienced in standard-setting or non-profit governance.</p><div><a href="mailto:standards@iictp.org?subject=Board%20of%20Global%20Standards%20%E2%80%94%20nomination">Nominate someone for this seat</a></div></article></div></div></section><section id="organs"><div><div><div><p>Institutional organs</p><h2>Four bodies, one framework.</h2></div><p>The bodies through which IICTP will manage standard-setting, examination integrity and growth of the network.</p></div><div><div><small>BGS</small><h3>Board of Global Standards</h3><em>Seat: open</em><p>Independent advisory panel that will review the TPBOK™ and validate exam question banks each year.</p></div><div><small>ASC</small><h3>Academic &amp; Syllabus Committee</h3><em>Seat: open</em><p>Will formulate, update and ratify the syllabi across all 5 TPBOK™ domains and direct the item-writing groups.</p></div><div><small>AIEB</small><h3>Assessment Integrity &amp; Ethics Board</h3><em>Seat: open</em><p>Will maintain exam validity, monitor proctoring security and investigate breaches of the IICTP Code of Ethics.</p></div><div><small>EMB</small><h3>Executive Management Body</h3><em>Being assembled</em><p>Will run day-to-day operations, manage Authorized Training Partners, oversee chapters and maintain the verification registry.</p></div></div></div></section><section id="sop"><div><div><div><p>Standard operating procedures</p><h2>How the standard is maintained.</h2><p>To protect assessment validity, the 10 credentials are designed to be recalibrated every year under written Standard Operating Procedures.</p></div><ol><li><small>0<!-- -->1</small><div><h3>Annual question bank re-calibration</h3><p>Each examination item is designed to be analyzed for discrimination index, difficulty curve and current relevance before it is approved for proctored testing.</p></div></li><li><small>0<!-- -->2</small><div><h3>Strict academic independence</h3><p>No member of the Board of Global Standards or an exam-writing group may author commercial test-prep courses or instruct Authorized Training Partner cohorts.</p></div></li><li><small>0<!-- -->3</small><div><h3>Verification by design</h3><p>Credentials are designed to carry a signed record and a decentralized identifier (DID), so an employer can check them without asking IICTP staff.</p></div></li></ol></div></div></section><section><div><h2>Want to nominate someone for a founding seat?</h2><p>See how the Executive Management Body is designed to put the TPBOK™ standard into practice: managing the Authorized Training Partner network and coordinating regional chapters.</p><div><a href="/about/leadership-team">Executive Management Body<!-- --> <span></span></a><a href="/about/annual-reports">Reports and disclosures</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Executive Leadership Team | IICTP</title><link>https://iictp.org/about/leadership-team</link><guid isPermaLink="true">https://iictp.org/about/leadership-team</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>The independent Board of Global Standards defines the TPBOK™ and validates the exam banks. The Executive Management Body delivers it: testing, partners, chapters and the verification registry.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Executive management</p><h1>Who runs the standard, day to day.</h1><p>The independent Board of Global Standards defines the TPBOK™ and validates the exam banks. The Executive Management Body delivers it: testing, partners, chapters and the verification registry.</p><div><a href="#officers">See the offices<!-- --> <span></span></a></div></div><div><p>What the executive body runs</p><ul><li><small>0<!-- -->1</small><div><b>Certification delivery</b><span>Remotely proctored online exams, with ID checks.</span></div></li><li><small>0<!-- -->2</small><div><b>ATP partner licensing</b><span>Vetting Premier and Registered training academies, and certifying instructors.</span></div></li><li><small>0<!-- -->3</small><div><b>Chapter support</b><span>Self-sustaining local chapters around the world.</span></div></li><li><small>0<!-- -->4</small><div><b>TDU audit system</b><span>Automated tracking and random audit of continuing education credits.</span></div></li></ul><p>Structure set out in the IICTP operating blueprint</p></div></div><div><div><b>6</b><span>Executive roles</span></div><div><b>Not listed publicly</b><span>Office-holders</span></div><div><b>1</b><span>Governing model</span></div></div></div></section><section id="officers"><div><div><div><p>The executive body</p><h2>The offices accountable for delivery.</h2></div><p>The Executive Management Body runs IICTP day to day. Office-holders are not listed publicly; to reach an office, write to us.</p><p><strong>We name only real, verified people.</strong> Office-holders will be named publicly before launch. Until then no names or profiles are shown, and we never publish placeholders or invented profiles.</p></div><div><article><div><span>DG</span></div><p>ACTIVE</p><h3>Director-General</h3><p>Directs the Executive Management Body: credential administration, partner licensing and institutional operations.</p></article><article><div><span>CO</span></div><p>ACTIVE</p><h3>Head of Certification Operations</h3><p>Manages exam delivery, integrity checks and scoring.</p></article><article><div><span>RG</span></div><p>ACTIVE</p><h3>Head of Digital Registry</h3><p>Runs the verification registry, signed records, badges and the verification interfaces.</p></article><article><div><span>TP</span></div><p>ACTIVE</p><h3>Director of Authorized Training Partners</h3><p>Leads partner licensing, curriculum quality assurance and the instructor evaluation.</p></article><article><div><span>CM</span></div><p>ACTIVE</p><h3>Director of Regional Chapters</h3><p>Supports local chapters and community events.</p></article><article><div><span>GC</span></div><p>ACTIVE</p><h3>General Counsel and Ethics Compliance Officer</h3><p>Leads legal governance, ethics compliance and whistleblower handling.</p></article></div></div></section><section><div><h2>Want to work with one of these offices?</h2><p>Learn how your academy, bootcamp or university can license official IICTP curriculum, access wholesale exam vouchers and certify instructors under the CII program.</p><div><a href="/partners">Write to us<!-- --> <span></span></a><a href="/about/board-of-directors">Board of Global Standards</a></div><p>Authorized Training Partner Desk · Executive Management Body</p></div></section></div><!--/$-->]]></content:encoded></item><item><title>Careers &amp; Committee Fellowships | IICTP</title><link>https://iictp.org/about/careers</link><guid isPermaLink="true">https://iictp.org/about/careers</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>IICTP is built in the open, with practitioners. These are the roles where experienced engineers help, and the way to apply is a short email.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>Careers · Work with us</p><h1>Help build the standard.</h1><p>IICTP is built in the open, with practitioners. These are the roles where experienced engineers help, and the way to apply is a short email.</p><div><a href="#roles">See the roles <span></span></a><a href="mailto:careers@iictp.org?subject=Application%3A%20General%20application&amp;body=Role%20I%20am%20applying%20for%3A%20General%20application%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Apply now</a></div></div><aside><small>Applications go to</small><a href="mailto:careers@iictp.org">careers@iictp.org</a><div><a href="mailto:careers@iictp.org?subject=Application%3A%20General%20application&amp;body=Role%20I%20am%20applying%20for%3A%20General%20application%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Email us <span></span></a></div><p>Put the role you want in the subject line. We reply to everyone.</p></aside></div></div></section><section id="roles"><div><div><div><p>Where we need people</p><h2 id="open">Open roles.</h2></div><p>These are expert contributions, not salaried jobs. Each button opens an email to <!-- -->careers@iictp.org<!-- --> with the role in the subject and a short template to fill in.</p></div><div><article><div><span><i></i>Exam quality</span><span>Urgent</span></div><h3>Exam question reviewer</h3><ul><li>Check exam questions for accuracy, clarity and a defensible best answer.</li><li>Act as the second reviewer: every question is meant to be checked by two people.</li></ul><p><b>Good fit</b>Practising engineers or technical leads who know at least one TPBOK domain well.</p><a href="mailto:careers@iictp.org?subject=Application%3A%20Exam%20question%20reviewer&amp;body=Role%20I%20am%20applying%20for%3A%20Exam%20question%20reviewer%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Apply <span></span></a></article><article><div><span><i></i>Exam content</span></div><h3>Exam item writer</h3><ul><li>Write scenario-based questions, each with the best answer and a short rationale.</li><li>Work from the TPBOK domain blueprint for the credential you write for.</li></ul><p><b>Good fit</b>Engineers and architects who can turn real decisions into fair, unambiguous scenarios.</p><a href="mailto:careers@iictp.org?subject=Application%3A%20Exam%20item%20writer&amp;body=Role%20I%20am%20applying%20for%3A%20Exam%20item%20writer%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Apply <span></span></a></article><article><div><span><i></i>Standards</span></div><h3>TPBOK domain reviewer</h3><ul><li>Review a TPBOK domain for accuracy, gaps and outdated advice.</li><li>Suggest changes with a source, for the public change log.</li></ul><p><b>Good fit</b>Senior practitioners in architecture, delivery, applied AI, infrastructure and security, or engineering leadership.</p><a href="mailto:careers@iictp.org?subject=Application%3A%20TPBOK%20domain%20reviewer&amp;body=Role%20I%20am%20applying%20for%3A%20TPBOK%20domain%20reviewer%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Apply <span></span></a></article><article><div><span><i></i>Governance</span></div><h3>Board of Global Standards founding seat</h3><ul><li>Help oversee the standard and the exam question banks, independent of anyone who sells preparation.</li></ul><p><b>Good fit</b>Senior practitioners with no commercial training or vendor interest. See the seats and how to be nominated.</p><a href="/about/board-of-directors">See the seats <span></span></a></article><article><div><span><i></i>Partnerships</span></div><h3>Training partner</h3><ul><li>Teach to the standard under the Authorized Training Partner programme.</li></ul><p><b>Good fit</b>Academies, bootcamps and universities.</p><a href="/partners">Register interest <span></span></a></article><article><div><span><i></i>Community</span></div><h3>Chapter founder</h3><ul><li>Start and host a local chapter for practitioners, once the chapter programme opens.</li></ul><p><b>Good fit</b>People who already bring engineers together in their city or university.</p><a href="mailto:careers@iictp.org?subject=Application%3A%20Chapter%20founder&amp;body=Role%20I%20am%20applying%20for%3A%20Chapter%20founder%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Apply <span></span></a></article></div><p>Do not see your skills? <a href="mailto:careers@iictp.org?subject=Application%3A%20General%20application&amp;body=Role%20I%20am%20applying%20for%3A%20General%20application%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Write to us anyway</a>. We reply to everyone.</p></div></section><section><div><div><div><p>How it works</p><h2 id="how">From email to started.</h2></div><p>Four steps, and no surprises about terms.</p></div><ol><li><b>Write to us</b><span>Email careers@iictp.org with the role, your experience and the TPBOK domains you know best. The apply buttons fill in a template.</span></li><li><b>We reply</b><span>We reply to everyone, whether or not there is a fit.</span></li><li><b>We talk if there is a fit</b><span>If your experience matches a need, we talk about the role and what it involves.</span></li><li><b>Terms in writing</b><span>Anything that is paid, and any time commitment, is agreed in writing before work starts.</span></li></ol></div></section><section><div><div><div><p>Your application</p><h2 id="include">What to include.</h2><p>Keep it short. The apply buttons fill in this template for you.</p><p>Your application contains personal data. Do not send identity numbers or sensitive documents by email. Read how we handle personal data in the <a href="/privacy">privacy policy</a>.</p></div><ul><li>The role you are applying for (the buttons put it in the subject line).</li><li>Your name, country, and a link to LinkedIn, GitHub or a website.</li><li>Three to five lines on your experience.</li><li>The TPBOK domains you know best.</li><li>Any link to a training provider or other interest you should declare.</li></ul></div></div></section><section><div><div><div><p>Questions</p><h2 id="faq">Before you apply.</h2><p>The honest answers on pay, location and requirements.</p></div><div><details><summary>Are these salaried jobs?</summary><p>No. There are no advertised salaried jobs yet, and none are implied here. The roles above are expert contributions. If any role is paid, that is agreed in writing before work starts.</p></details><details><summary>Can I apply from outside India?</summary><p>Yes. IICTP is an international body, and the roles can be done remotely.</p></details><details><summary>Do I need a degree or an IICTP credential?</summary><p>The roles ask for real experience in the area, not a particular qualification. We have not set a requirement to hold an IICTP credential.</p></details><details><summary>Why do you ask about conflicts of interest?</summary><p>Anyone who writes or reviews exam questions should declare links to a training provider, so that those who sell preparation do not influence who passes. See our impartiality statement.</p></details><details><summary>What if my skills are not listed?</summary><p>Write to us anyway. Tell us what you can offer. We reply to everyone.</p></details></div></div></div></section><section><div><p>Ready?</p><h2>Tell us what you can offer.</h2><div><a href="mailto:careers@iictp.org?subject=Application%3A%20General%20application&amp;body=Role%20I%20am%20applying%20for%3A%20General%20application%0A%0AFull%20name%3A%0ACountry%3A%0ALinkedIn%2C%20GitHub%20or%20website%3A%0A%0AMy%20experience%20(3%20to%205%20lines)%3A%0A%0ATPBOK%20domain(s)%20I%20know%20best%3A%0A%0AAny%20links%20to%20a%20training%20provider%20or%20other%20conflict%20of%20interest%20to%20declare%3A">Email <!-- -->careers@iictp.org<!-- --> <span></span></a><a href="/about/impartiality">How we stay impartial</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Mission, Vision &amp; Global Engineering Manifesto | IICTP</title><link>https://iictp.org/about/mission-vision</link><guid isPermaLink="true">https://iictp.org/about/mission-vision</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>What IICTP sets out to do, and the principles it holds itself to. These are aims, stated so they can be checked as we deliver.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Mission and vision</p><h1>Mission and vision.</h1><p>What IICTP sets out to do, and the principles it holds itself to. These are aims, stated so they can be checked as we deliver.</p></div></div></div></section><section><div><div><div><p>Mission</p><h2>A credential that proves capability.</h2></div><p>To give technical practitioners a way to show what they can do, and employers a way to check it, through a vendor-neutral standard, fair assessment and a public record anyone can verify.</p></div></div></section><section><div><div><div><p>Vision</p><h2>A standard the profession trusts.</h2></div><p>A standard for technical practice that people trust because it is independent, open to review, and honest about what it does and does not show.</p></div></div></section><section><div><div><div><p>Principles</p><h2>Four principles we hold to.</h2></div></div><div><div><small>01</small><h3>Vendor-neutral</h3><p>The standard is not tied to one company’s products, and those who set it do not sell the training.</p></div><div><small>02</small><h3>Independent</h3><p>Standard-setting is kept apart from commercial operations, under an independent Board of Global Standards.</p></div><div><small>03</small><h3>Verifiable</h3><p>Every credential is designed to be checked by anyone in a public registry, without asking IICTP.</p></div><div><small>04</small><h3>Honest</h3><p>We state what is done and what is not, and we correct mistakes openly.</p></div></div></div></section><section><div><div><div><p>Choosing a credential</p><h2>Look at the options before you decide.</h2></div><p>IICTP certifies technical practice. Other bodies certify other things, such as project management (PMI, at pmi.org) and agile and Scrum practice (Scrum Alliance, at scrumalliance.org). Read what each requires and tests on its own website, and choose what fits your role. We are not connected to them.</p></div></div></section><section><div><div><a href="/#certifications">Explore the credentials<!-- --> <span></span></a><a href="/standards/tpbok">Read the TPBOK™ Guide</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Our Purpose: Why Independent Technical Insignia Matters | IICTP</title><link>https://iictp.org/about/purpose</link><guid isPermaLink="true">https://iictp.org/about/purpose</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>IICTP exists to make technical skill visible and checkable, so that people who build and run software can show what they can do, and the people who rely on them can see it.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Our purpose</p><h1>Our purpose.</h1><p>IICTP exists to make technical skill visible and checkable, so that people who build and run software can show what they can do, and the people who rely on them can see it.</p></div></div></div></section><section><div><div><div><p>For practitioners</p><h2>A fair way to show what you can do.</h2></div><p>Clear standards, published requirements and an exam that tests judgement in realistic situations, so your credential means the same thing to everyone who reads it.</p></div></div></section><section><div><div><div><p>For employers and clients</p><h2>A way to check, not take on trust.</h2></div><p>A public registry where a credential’s status and dates can be confirmed, so hiring and procurement do not rest on a certificate someone can copy.</p></div></div></section><section><div><div><div><p>For the profession</p><h2>A shared definition of competent practice.</h2></div><p>The TPBOK™ Guide sets out what competent practice looks like in plain, testable statements, independent of any vendor or tool.</p></div></div></section><section><div><div><a href="/standards/tpbok">Read the TPBOK™ Guide<!-- --> <span></span></a><a href="/about/ethics">Code of Ethics</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Global Impact &amp; Diversity in Engineering Standards | IICTP</title><link>https://iictp.org/about/impact</link><guid isPermaLink="true">https://iictp.org/about/impact</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>What IICTP measures, and why energy use belongs in engineering practice. No figure appears here unless it is real.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Impact and sustainability</p><h1>Impact and sustainability.</h1><p>What IICTP measures, and why energy use belongs in engineering practice. No figure appears here unless it is real.</p></div></div></div></section><section><div><div><div><p>Why it matters</p><h2>Computing uses real energy.</h2></div><p>The International Energy Agency estimated that data centres used about 1.5% of the world’s electricity in 2024 (IEA, Energy and AI, 2025), and expects the share to grow. Efficient software is part of competent practice.</p></div></div></section><section><div><div><div><p>In the standard</p><h2>Where it appears in the credentials.</h2></div><p>The Clean Software Telemetry Practitioner credential (CSTP®) covers carbon-aware and energy-efficient engineering. Wider requirements are set in the TPBOK™ Guide.</p></div></div></section><section><div><div><div><p>What we report</p><h2>Measures we publish.</h2></div></div><div><div><small>01</small><h3>Access</h3><p>Fee support given: how many people received it, and on what criteria.</p></div><div><small>02</small><h3>Registry reach</h3><p>How many credentials are active, and in which regions.</p></div><div><small>03</small><h3>Our own footprint</h3><p>How we host and run the site, and how we reduce its energy use.</p></div></div></div></section><section><div><div><a href="/certifications/cstp">See the CSTP® credential<!-- --> <span></span></a><a href="/about/annual-reports">Reports and disclosures</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Code of Ethics: Professional Canons for Engineers | IICTP</title><link>https://iictp.org/about/ethics</link><guid isPermaLink="true">https://iictp.org/about/ethics</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>Every practitioner conferred with the Insignia signs the IICTP Canons of Ethics as a condition of holding it. A breach is handled through the four-stage process below.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Professional ethics</p><h1>A promise every<!-- --> <br/>holder swears.</h1><p>Every practitioner conferred with the Insignia signs the IICTP Canons of Ethics as a condition of holding it. A breach is handled through the four-stage process below.</p><div><a href="#canons">Read the canons<!-- --> <span></span></a><a href="#tribunal">How it will be enforced</a></div></div><figure><div><span>Canons of professional ethics</span><span>CANONS</span></div><figcaption>The sworn attestation</figcaption><blockquote>“I will not execute, certify, or conceal code that I know to be mathematically unsound, vulnerable to nation-state breach, or perilous to human life. I place my professional honor and the safety of the public above all corporate obedience.”</blockquote><div><span>Text of the attestation</span></div></figure></div><div><div><b>7</b><span>Canons of practice</span></div><div><b>4</b><span>Process stages</span></div><div><b>1</b><span>Attestation every year</span></div></div></div></section><section id="canons"><div><div><div><p>The canons</p><h2>Seven rules holders will live by.</h2></div><p>Proposed for every practitioner in good standing.</p></div><ol><li><span>I</span><div><h3>Paramount safety of public life and infrastructure</h3><p>A chartered practitioner holds the safety, health and welfare of the public above all else. If an employer or client commands the deployment of a system with unmitigated catastrophic failure modes, the practitioner is bound to withhold sign-off.</p></div></li><li><span>II</span><div><h3>Algorithmic truth and formal verifiability</h3><p>Practitioners never represent unverified probabilistic models or unproven machine learning outputs as formally verified safety logic in mission-critical environments.</p></div></li><li><span>III</span><div><h3>Mandatory whistleblower duty</h3><p>Knowledge of active concealment of high-consequence defects should be reported promptly to IICTP. IICTP will treat reports in confidence and will not take action against a holder for reporting in good faith.</p></div></li><li><span>IV</span><div><h3>Rejection of commercial fraud and bribes</h3><p>No practitioner may accept a kickback, equity grant or commercial inducement meant to compromise the outcome of a safety audit or architectural review.</p></div></li><li><span>V</span><div><h3>Maintenance of active technical competence</h3><p>Credential holders complete the three-year recertification cycle and submit the required Technical Development Units to stay active on the Public Verification Register.</p></div></li><li><span>VI</span><div><h3>Cryptographic integrity and key custody</h3><p>Deliberately introducing backdoors, weakening cryptographic primitives or mismanaging private key material is a grave breach, and results in immediate revocation.</p></div></li><li><span>VII</span><div><h3>Universal dignity and freedom from bias</h3><p>Software architectures that govern public services must be free from discriminatory algorithmic skew, protecting human rights in every jurisdiction.</p></div></li></ol></div></section><section id="tribunal"><div><div><div><p>Enforcement</p><h2>Due process, then a public record.</h2></div><p>A four-stage process that protects the accused and the public alike.</p></div><ol><li><small>Stage I</small><h3>Complaint and first review</h3><p>A report is screened for credibility and for whether it falls within the code, and the holder is told what is alleged.</p></li><li><small>Stage II</small><h3>Independent inquiry</h3><p>A panel with no conflict of interest examines the evidence.</p></li><li><small>Stage III</small><h3>Right to respond</h3><p>The practitioner has 14 days to respond in writing, may be represented, and sees the evidence relied on before any decision.</p></li><li><small>Stage IV</small><h3>Decision and record</h3><p>Sanctions range from reprimand to suspension to revocation, with a route to appeal, and are recorded on the public registry where the rules allow.</p></li></ol></div></section><section id="protection"><div><div><div><p>Reporting a concern</p><h2>Raising a concern should not cost you your career.</h2><p>IICTP does not offer legal representation or fund a defence. What it commits to is below.</p></div><ul><li><span><b>Confidential handling</b>Reports are handled in confidence and the reporter is not named without consent, unless the law requires it.</span></li><li><span><b>No retaliation by IICTP</b>IICTP will not take action against a holder for reporting in good faith.</span></li><li><span><b>Ways to report</b>Email <a href="mailto:standards@iictp.org?subject=Ethics%20concern">standards@iictp.org</a>. Do not include secrets or personal data you are not allowed to share.</span></li></ul></div></div></section><section id="attestation"><div><div><div><p>Annual attestation</p><h2>The oath is renewed every year.</h2></div><div><p>Each year, holders file a conflict-of-interest statement and reaffirm the canons. A holder who has not filed within 60 days of the request is suspended until they do.</p><p>Recognition follows conduct. See who has been <a href="/about/awards">honored for it</a>, and how IICTP will <a href="/about/annual-reports">report on itself</a>.</p></div></div></div></section><section><div><h2>Recognition follows conduct.</h2><p>Honors and Fellowships recognise practitioners whose work upholds the canons.</p><div><a href="/about/awards">View IICTP awards<!-- --> <span></span></a><a href="/about/annual-reports">Reports and disclosures</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Excellence in Engineering Practice &amp; Innovation Awards | IICTP</title><link>https://iictp.org/about/awards</link><guid isPermaLink="true">https://iictp.org/about/awards</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Governance</category><category>Governance</category><dc:creator>IICTP</dc:creator><description>IICTP honors engineering mastery: the tech leads and architects whose work keeps critical systems running. Each honor is decided by peers, then confirmed by the Board of Global Standards.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p>About · Honors and fellowship</p><h1>Honor that is not for sale.</h1><p>IICTP honors engineering mastery: the tech leads and architects whose work keeps critical systems running. Each honor is decided by peers, then confirmed by the Board of Global Standards.</p><div><a href="#honors">See the honors<!-- --> <span></span></a><a href="#nominate">How to be nominated</a></div></div><figure><div><span>Honors register</span><span>HONORS · BY ELECTION</span></div><figcaption>Fellow Practitioner (FIICTP)</figcaption><p>Conferred only on practitioners with 10+ years of verified technical leadership and significant contributions to open engineering standards, systems resilience and developer mentorship.</p><div><span>A permanent advisory voting seat</span><span>FIICTP post-nominal</span></div></figure></div><div><div><b>3</b><span>Honors</span></div><div><b>10+ years</b><span>Fellow standard</span></div><div><b>Yearly</b><span>Nominations open once a year</span></div></div></div></section><section id="honors"><div><div><div><p>The honors</p><h2>Three distinctions.</h2></div><p>From the pinnacle professional distinction to a prize for the people building what comes next.</p></div><div><article><span></span><p>Pinnacle professional distinction</p><h3>Fellow Practitioner Election (FIICTP)</h3><p>Conferred by election on practitioners with 10+ years in good standing and major contributions to systems architecture, technical delivery or engineering leadership.</p><dl><div><dt>Conferred as:</dt><dd>FIICTP lapel pin and digital badge</dd></div><div><dt>Privilege:</dt><dd>A seat on the Board advisory roundtables, and keynote invitations</dd></div></dl></article><article><span></span><p>Annual industry excellence prize</p><h3>Global Technical Leadership Award</h3><p>Given each year to an engineering leader whose architectural innovation, open standards work or team delivery has changed large-scale industry practice.</p><dl><div><dt>Conferred as:</dt><dd>Engraved platinum medallion</dd></div><div><dt>Privilege:</dt><dd>The keynote at the annual IICTP Global Summit</dd></div></dl></article><article><span></span><p>Early to mid-career distinction</p><h3>Emerging Applied Tech Innovator Prize</h3><p>Recognizes practitioners who pioneer breakthrough work in applied enterprise AI, local LLM quantization or sustainable computing.</p><dl><div><dt>Conferred as:</dt><dd>Polished titanium citation</dd></div><div><dt>Privilege:</dt><dd>A research grant and a seat on a TPBOK™ working group</dd></div></dl></article></div></div></section><section id="nominate"><div><div><div><p>How nominations work</p><h2>Three steps to election.</h2></div><p>Nominations for Fellow status open once a year. Write to standards@iictp.org to nominate.</p></div><ol><li><small>0<!-- -->1</small><h3>Be sponsored</h3><p>Candidates need two active practitioners in good standing to sponsor them, and 10+ years in good standing themselves.</p></li><li><small>0<!-- -->2</small><h3>Peer review</h3><p>A panel of peers evaluates every nomination against the Fellow criteria.</p></li><li><small>0<!-- -->3</small><h3>Confirmation</h3><p>The Board of Global Standards confirms each election. It is not for sale.</p></li></ol></div></section><section id="roll"><div><div><div><p>Roll of honor</p><h2>Roll of honor.</h2></div><p>Laureates are listed here with the year and a citation, once confirmed and with their agreement.</p></div></div></section><section><div><h2>Nominations open once a year. To nominate, write to standards@iictp.org.</h2><p>Fellow elections are open to practitioners in good standing. Start by reviewing the membership tiers.</p><div><a href="/about/board-of-directors">Board of Global Standards<!-- --> <span></span></a><a href="/about/ethics">Code of Ethics</a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Legal Hub: Governance, Candidate Agreement &amp; Policies | IICTP</title><link>https://iictp.org/legal</link><guid isPermaLink="true">https://iictp.org/legal</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>Every policy that governs this website, the credential registry and the use of the IICTP name, in one place and in plain language.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><p>Legal</p><h1>Legal and trust.</h1><p>Every policy that governs this website, the credential registry and the use of the IICTP name, in one place and in plain language.</p></div><div><div><b>8</b><span>Documents</span></div><div><b>Current</b><span>Status</span></div><div><b>21 October 2026</b><span>Last updated</span></div></div></div></section><section><div><div><div><p>Your data</p><h2>What we collect, what we save in your browser, and the public registry.</h2></div></div><div><a href="/privacy"><small>Data Protection Officer</small><h3>Privacy Policy</h3><p>What personal data IICTP collects, what it is used for, who can see it and your rights under GDPR and UK GDPR.</p><span>Read<span></span></span></a><a href="/cookies"><small>Data Protection Officer</small><h3>Cookie Notice</h3><p>What cookies and local browser storage this website uses, why, and how you can manage them.</p><span>Read<span></span></span></a><a href="/registry-policy"><small>Registrar</small><h3>Credential Registry Policy</h3><p>How credentials are listed in the public verification registry, how records are maintained, and how corrections are handled.</p><span>Read<span></span></span></a></div></div></section><section><div><div><div><p>Using the site</p><h2>The rules for the site, and for the names and badges.</h2></div></div><div><a href="/terms"><small>Legal Office</small><h3>Terms and Conditions of Website Use</h3><p>The agreement between you and IICTP when you visit this website, read its content or use its verification registry.</p><span>Read<span></span></span></a><a href="/acceptable-use"><small>Legal Office</small><h3>Acceptable Use Policy</h3><p>Rules for using this website, its verification registry, APIs and any public submission forms.</p><span>Read<span></span></span></a><a href="/trademarks"><small>Brand Office</small><h3>Trademark and Brand Use</h3><p>How credential holders, partners, employers and the press may use IICTP names, marks and badges.</p><span>Read<span></span></span></a></div></div></section><section><div><div><div><p>Trust and access</p><h2>How we protect the site and how we make it usable for everyone.</h2></div></div><div><a href="/security"><small>Chief Information Security Officer</small><h3>Security and Vulnerability Reporting</h3><p>Our approach to website and registry security, and how security researchers can responsibly disclose vulnerabilities.</p><span>Read<span></span></span></a><a href="/accessibility"><small>Accessibility Lead</small><h3>Accessibility Statement</h3><p>Our commitment to ensuring the IICTP website and digital credential registry are accessible to everyone.</p><span>Read<span></span></span></a></div></div></section><section><div><div><div><p>Who to write to</p><h2>The right desk for each question.</h2></div><p>Write to the address that matches your question.</p></div><div><table><caption>The right desk for each question.</caption><thead><tr><th scope="col">Topic</th><th scope="col">Contact</th></tr></thead><tbody><tr><th scope="row">Privacy requests and questions</th><td><a href="mailto:privacy@iictp.org">privacy@iictp.org</a></td></tr><tr><th scope="row">Terms, acceptable use and legal notices</th><td><a href="mailto:legal@iictp.org">legal@iictp.org</a></td></tr><tr><th scope="row">Registry corrections and access</th><td><a href="mailto:registry@iictp.org">registry@iictp.org</a></td></tr><tr><th scope="row">Names, marks and badges</th><td><a href="mailto:brand@iictp.org">brand@iictp.org</a></td></tr><tr><th scope="row">Reporting a vulnerability</th><td><a href="mailto:security@iictp.org">security@iictp.org</a></td></tr><tr><th scope="row">Accessibility</th><td><a href="mailto:accessibility@iictp.org">accessibility@iictp.org</a></td></tr></tbody></table></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Candidate Privacy Notice &amp; GDPR/CCPA Compliance | IICTP</title><link>https://iictp.org/privacy</link><guid isPermaLink="true">https://iictp.org/privacy</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>What personal data IICTP collects, what it is used for, who can see it and your rights under GDPR and UK GDPR.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Privacy</p><h1>Privacy Policy</h1><p>What personal data IICTP collects, what it is used for, who can see it and your rights under GDPR and UK GDPR.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-PRIVACY</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Data Protection Officer</dd></div><div><dt>Sections</dt><dd>18</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>No accounts for visitors</h3><p>Browsing this site does not need a login and we do not track you across the web.</p></div><div><small>0<!-- -->2</small><h3>Credential records are public</h3><p>If you hold a credential, your name, credential, issue date and status appear in the verification registry.</p></div><div><small>0<!-- -->3</small><h3>Exam records are kept strictly apart</h3><p>Assessment answers and scoring notes are not published and are not sold.</p></div><div><small>0<!-- -->4</small><h3>You can ask to see or correct your record</h3><p>Write to privacy@iictp.org to use your data-protection rights.</p></div></div></div></section><section><div><div><div><section id="scope"><h2><small>01</small>Scope, status and how to read this policy<a href="#scope">#</a></h2><p>This policy explains how the International Insignia of Certified Technical Practitioners (IICTP) handles personal data when you use this website. It covers the public pages, the Check your experience guide, the credential registry search, and every link on the site that opens your email application to write to us.</p><p>It does not cover exams, certification applications, training-partner agreements or membership. Those involve different data and a different relationship, and each will have its own notice, shown to you before you provide data for it.</p><div><h3>Why this document is detailed</h3><p>Privacy law in most countries rests on one principle: you must be told, before your data is used, what is collected, why, on what legal footing, who receives it, how long it is kept, and what you can do about it. A short summary cannot meet that duty and cannot be relied on by either side. So the full text below is the binding statement; the “At a glance” panel at the top is a convenience and does not change it. If the two ever differ, the full text applies.</p></div><div><h3>How we keep this policy accurate</h3><p>Every factual statement here describes what the site does at the date shown. It is written from the site’s actual behaviour, not from aspiration. If the site starts to collect something new, this policy is changed first, or at the same time, and the change is recorded in the version history at the foot of the page. A privacy statement that does not match practice misleads the reader, and that is treated as a wrong in its own right in many jurisdictions. We therefore state limits as well as promises.</p></div><aside><b>In short</b><div>We collect very little. Most of what you type here never leaves your browser. Registry records are public by design. Analytics, where configured, measures how pages are used.</div></aside></section><section id="law"><h2><small>02</small>Laws this policy is written to meet<a href="#law">#</a></h2><p>IICTP serves practitioners worldwide, so the policy is written to a common high standard rather than to one country’s minimum. Where the law of the place you live gives you more than this policy does, the law prevails.</p><div><table><caption>Frameworks considered</caption><thead><tr><th scope="col">Framework</th><th scope="col">Why it matters here</th></tr></thead><tbody><tr><th scope="row">EU General Data Protection Regulation (GDPR) and UK GDPR</th><td>Applies to visitors in the EU and UK, and to us if we offer services to them. Sets the legal-basis, transparency, rights, transfer and breach rules used below</td></tr><tr><th scope="row">ePrivacy rules (Article 5(3) of the ePrivacy Directive and national laws, PECR in the UK)</th><td>Require consent before non-essential cookies or similar technologies are placed on a device. Directly relevant to analytics</td></tr><tr><th scope="row">India: Digital Personal Data Protection Act, 2023 and the Information Technology Act, 2000</th><td>Applies to personal data processed in India, or about people in India when offering services to them. Sets notice, consent, grievance and breach duties. Rules under the Act apply as and when brought into force</td></tr><tr><th scope="row">California: CCPA/CPRA and other US state privacy laws</th><td>Give residents rights to know, delete, correct and opt out of sale or sharing. We state below that we do not sell or share for advertising</td></tr><tr><th scope="row">Children’s privacy laws (for example COPPA in the US)</th><td>Restrict collection of data from young children. See Section 15</td></tr></tbody></table></div></section><section id="controller"><h2><small>03</small>Who is responsible (the controller)<a href="#controller">#</a></h2><p>The “controller” is the party that decides why and how personal data is used and is answerable for it. Under this policy that is IICTP. If you want to complain about the handling of your data, this is the party you hold to account.</p><div><table><caption>Controller details</caption><thead><tr><th scope="col">Item</th><th scope="col">Detail</th></tr></thead><tbody><tr><th scope="row">Name</th><td>International Insignia of Certified Technical Practitioners</td></tr><tr><th scope="row">Registered address</th><td>Sent on request to legal@iictp.org, for formal notices</td></tr><tr><th scope="row">Privacy contact</th><td><a href="mailto:privacy@iictp.org">privacy@iictp.org</a></td></tr><tr><th scope="row">Data protection officer</th><td>None appointed. Not required at our current scale. Write to privacy@iictp.org</td></tr><tr><th scope="row">Representative in the EU or UK</th><td>None appointed. Write to privacy@iictp.org</td></tr><tr><th scope="row">Grievance officer (India)</th><td>Write to privacy@iictp.org. We reply within 48 hours</td></tr></tbody></table></div><p>Service providers named in Section 9 act on our instructions and are “processors”. We are responsible for choosing them carefully and for requiring them, by contract, to protect the data and use it only for us.</p></section><section id="data"><h2><small>04</small>The data we handle, how it is collected, and where it goes<a href="#data">#</a></h2><p>This is a complete inventory of what the site handles. “Stays on your device” means it is stored in your browser and is not transmitted to us. If a category is not on this list, the site does not handle it.</p><div><table><caption>Data inventory</caption><thead><tr><th scope="col">Category</th><th scope="col">Examples</th><th scope="col">How it is collected</th><th scope="col">Where it goes</th></tr></thead><tbody><tr><th scope="row">Registry search terms</th><td>A credential ID or name you type on the verify page or in the search box</td><td>You type it</td><td>Used to find a public record. The search runs in your browser against the public registry data.</td></tr><tr><th scope="row">Saved preferences</th><td>First name, language, light or dark theme, and your analytics choice</td><td>You choose them; the page writes them to your browser</td><td>Stays on your device</td></tr><tr><th scope="row">Check your experience answers</th><td>Role, education, years of experience, areas of interest</td><td>You select them; the page calculates the result in your browser</td><td>Stays on your device. Not stored and not sent</td></tr><tr><th scope="row">Messages you choose to send</th><td>Your email address and the text of an enquiry, a notify request or an equivalency review request</td><td>You press a button; your own email application opens with the message ready</td><td>We receive it only if you press send in your email application</td></tr><tr><th scope="row">Usage data (where analytics is configured)</th><td>Pages viewed, clicks, scrolling, device type, approximate region, session recordings</td><td>Collected automatically by your browser running our analytics provider’s code</td><td>Our analytics provider, on our behalf</td></tr><tr><th scope="row">Technical data</th><td>IP address, browser type and request time, as any web server receives</td><td>Sent automatically by your browser with each request</td><td>Our hosting provider</td></tr></tbody></table></div><div><h3>What we do not collect</h3><ul><li>No account details, passwords or payment card data. The site has no sign-in and takes no payments.</li><li>No biometric, health or other special-category data, and we ask you not to send any to us.</li><li>No precise location. Analytics, where on, infers an approximate region from your network address.</li><li>No advertising profiles. We do not run advertising or build audiences.</li></ul></div><div><h3>Why the mailto design matters</h3><p>The forms that say “email us” do not submit anything to a server. They open your own email application with a prepared message. Nothing is transmitted to IICTP until you choose to press send. You can edit or discard it first. This is deliberate: it keeps the data you give us to what you decide to send.</p></div></section><section id="purposes"><h2><small>05</small>Why we may use it: purposes and legal bases<a href="#purposes">#</a></h2><p>Most privacy laws forbid using personal data unless there is a recognised legal reason. The reasons we rely on are listed against each purpose. We name the specific provision so that the claim can be tested.</p><div><table><caption>Purposes and legal bases</caption><thead><tr><th scope="col">What we do</th><th scope="col">Why</th><th scope="col">Legal basis (GDPR reference)</th></tr></thead><tbody><tr><th scope="row">Run the website and answer registry searches</th><td>So the site works and a credential can be checked by an employer or partner</td><td>Legitimate interests, Art. 6(1)(f): operating a public credential registry for trust in the profession</td></tr><tr><th scope="row">Remember your name, language and theme</th><td>So you do not have to enter them again</td><td>Your choice to set them, and legitimate interests, Art. 6(1)(f), in a usable site. Storage that is strictly needed to give you a choice you asked for does not need separate consent under the ePrivacy rules</td></tr><tr><th scope="row">Reply to a message you send</th><td>To deal with your enquiry</td><td>Taking steps at your request, Art. 6(1)(b), or legitimate interests, Art. 6(1)(f)</td></tr><tr><th scope="row">Measure how the site is used</th><td>To find and fix confusing pages and broken flows</td><td>Consent, Art. 6(1)(a). Analytics runs only after you accept. See Section 6</td></tr><tr><th scope="row">Keep the site and registry secure</th><td>To prevent abuse and protect record integrity</td><td>Legitimate interests, Art. 6(1)(f), and legal obligations, Art. 6(1)(c)</td></tr><tr><th scope="row">Meet legal duties and defend claims</th><td>To comply with law and to establish, exercise or defend legal claims</td><td>Legal obligation, Art. 6(1)(c), and legitimate interests, Art. 6(1)(f)</td></tr></tbody></table></div><div><h3>How we weigh legitimate interests</h3><p>Where we rely on legitimate interests we have considered three questions: is the interest real and lawful, is the processing needed to achieve it, and do your interests or rights outweigh ours. Because the data is small, mostly stays on your device and is not used to profile you, we judge the balance favours the processing. You may object at any time (Section 13) and we will reconsider.</p></div><div><h3>Where we rely on consent (India and other consent-based laws)</h3><p>Under the DPDP Act, 2023, consent must be free, specific, informed, unconditional and unambiguous, and given by a clear affirmative action; it can be withdrawn as easily as it was given. Certain uses are permitted without consent, such as complying with law. We apply these standards wherever we ask for consent. We do not make use of the site conditional on agreeing to analytics.</p></div></section><section id="analytics"><h2><small>06</small>Analytics and measurement: exactly how it works<a href="#analytics">#</a></h2><p>The site includes the code for Microsoft Clarity, a product of Microsoft. This section states precisely what that code does, because it is the one place where data leaves your device to a third party for a purpose that is not strictly needed to run the site.</p><div><h3>How it is started</h3><p>Clarity is off by default. The site shows a choice, “Accept analytics” or “Reject analytics”, with equal prominence, the first time you visit. The code that loads Clarity runs only after you accept. If you reject, or do not choose, nothing is loaded and nothing is sent to Microsoft. It also never runs on a local development address, and it needs a Clarity project identifier to be set for the build.</p><p>Your choice is saved in your browser (the <code>iictp-consent</code> item on the <a href="/cookies">Cookies and Storage</a> page). You can change it at any time from “Cookie settings” in the footer. If you withdraw consent, the page reloads so that Clarity stops running. Withdrawal does not make earlier use unlawful, and we do not make the site conditional on accepting.</p></div><div><h3>What it collects</h3><p>Where it runs it may collect page views, clicks, taps, scrolling, the pages you came from, device and browser details, an approximate region, and recordings that replay your visit on screen. It may set cookies of its own to link visits together. Microsoft states that it applies masking to sensitive input fields; we do not rely on that alone, and the site does not ask you to type sensitive data into any field.</p></div><div><h3>Roles</h3><p>Microsoft processes this data for us under its data protection terms. Microsoft’s own notice explains any further use.</p></div><div><h3>What we do with it, and what we do not</h3><ul><li>We review results in aggregate to find confusing pages and broken flows.</li><li>We do not use them to identify you, to build advertising audiences, or to make decisions about you.</li><li>We do not combine them with the registry or with anything you email us.</li></ul></div><aside><b>Consent record</b><div>We store only your choice (accepted or rejected) in your browser. We do not store when you chose or which version of this policy you saw.</div></aside></section><section id="storage"><h2><small>07</small>Cookies and browser storage<a href="#storage">#</a></h2><p>The site saves four items in your browser: your first name if you give one, your language, your theme, and your analytics choice. They are not cookies, are not sent to us, and are listed one by one, with how to remove them, on the <a href="/cookies">Cookies and Storage</a> page, which forms part of this policy.</p></section><section id="registry"><h2><small>08</small>The public credential registry<a href="#registry">#</a></h2><p>The registry lets employers, partners and others check that a credential is genuine. Each record is public by design and shows details such as the holder’s name, the credential, its status and dates. The full list of fields, how records are created, corrected and removed, and what the registry does not prove are set out in the <a href="/registry-policy">Registry and Data Policy</a>.</p><div><h3>Why a public record is justified</h3><p>A credential is only worth something if a third party can check it. Publishing a limited record serves that purpose and protects the public from false claims. We limit what is shown to what that purpose needs, and holders can ask for correction or review (Section 13).</p></div><aside><b>Sample records</b><div>The records shown on this site today are sample records used to demonstrate the registry. They do not describe real people.</div></aside></section><section id="sharing"><h2><small>09</small>Who we share data with<a href="#sharing">#</a></h2><p>We do not sell personal data and we do not share it for cross-context advertising. We use a small number of providers to run and measure the site. Each acts on our instructions and must protect the data.</p><div><table><caption>Service providers</caption><thead><tr><th scope="col">Provider</th><th scope="col">Role</th><th scope="col">Data involved</th></tr></thead><tbody><tr><th scope="row">Hosting and delivery</th><td>Serves the site to your browser</td><td>Technical data such as IP address and request time</td></tr><tr><th scope="row">Microsoft (Clarity), where configured</th><td>Usage analytics</td><td>The usage data described in Section 6</td></tr><tr><th scope="row">Google Fonts</th><td>Serves the site’s typefaces</td><td>Your IP address and browser details, because your browser requests the font files directly from Google. This happens without our involvement in the request</td></tr><tr><th scope="row">Your own email provider</th><td>Carries a message you choose to send</td><td>The message, between you and us. We do not control your provider</td></tr></tbody></table></div><div><h3>Other disclosures</h3><ul><li>Where the law, a court or a competent authority requires it. We review each request and disclose only what is required.</li><li>Where needed to protect the safety, rights or property of others, or to prevent fraud or abuse of the registry.</li><li>In a merger, reorganisation or transfer of the registry. The receiving body must honour this policy, and we will tell you if its purposes change.</li></ul></div></section><section id="transfers"><h2><small>10</small>International transfers<a href="#transfers">#</a></h2><p>IICTP and its providers operate in more than one country, so data may be processed outside the country where you live. Where the law restricts such transfers, it allows them only with a recognised safeguard. The usual ones are an adequacy decision for the destination, standard contractual clauses approved by the regulator, or, in India, transfers to any country not restricted by the Government under the DPDP Act. Where one is required we will put it in place and tell you which on request.</p></section><section id="retention"><h2><small>11</small>How long we keep your data<a href="#retention">#</a></h2><p>We keep data only as long as the purpose in Section 5 needs it. A fixed period is stated wherever one is known; a bracketed entry means the period is still to be set and, until it is, data is kept no longer than necessary.</p><div><table><caption>Retention</caption><thead><tr><th scope="col">Data</th><th scope="col">How long</th><th scope="col">Why this long</th></tr></thead><tbody><tr><th scope="row">Saved preferences and analytics choice</th><td>On your device until you clear them</td><td>They exist to save you re-entering a choice</td></tr><tr><th scope="row">Check your experience answers</th><td>Not kept. They exist only while the page is open</td><td>They are never stored</td></tr><tr><th scope="row">Messages you send us</th><td>As long as needed to deal with them, then deleted or anonymised</td><td>To answer you and to keep a record in case of a later dispute</td></tr><tr><th scope="row">Registry records</th><td>For as long as the credential is listed, then as set out in the Registry and Data Policy</td><td>A credential check must remain possible for the life of the credential and for a limited period after it ends</td></tr><tr><th scope="row">Analytics data</th><td>Kept only as long as needed for the purpose, then deleted or anonymised</td><td>Long enough to see trends, no longer</td></tr><tr><th scope="row">Server logs</th><td>Kept only as long as needed for the purpose, then deleted or anonymised</td><td>Security investigation and abuse prevention</td></tr></tbody></table></div><p>When a period ends we delete the data or make it anonymous so that it can no longer identify you. Backups are overwritten on their normal cycle.</p></section><section id="security"><h2><small>12</small>How we protect your data<a href="#security">#</a></h2><p>We apply technical and organisational measures proportionate to the data involved. Because the site collects little, most of the risk lies in the registry and in messages sent to us. Our approach, and how to report a vulnerability, are on the <a href="/security">Security and Disclosure</a> page.</p><div><h3>If a personal data breach occurs</h3><ul><li>We will investigate, contain it and correct any affected record.</li><li>Where the GDPR applies, we will tell the supervisory authority within 72 hours of becoming aware where the breach is likely to put people at risk, and tell the people affected without undue delay where the risk is high.</li><li>Where the DPDP Act applies, we will notify the Data Protection Board of India and each affected person in the form and time the rules require.</li></ul></div><p>No system is perfectly secure, and we do not promise otherwise. What we promise is reasonable care and prompt, honest notice.</p></section><section id="rights"><h2><small>13</small>Your data-protection rights<a href="#rights">#</a></h2><p>Depending on where you live, you have the rights below. We will help you use them whether or not your country’s law requires it.</p><div><table><caption>Your rights</caption><thead><tr><th scope="col">Right</th><th scope="col">What it means</th><th scope="col">Where it comes from</th></tr></thead><tbody><tr><th scope="row">Be informed</th><td>To know what we do with your data. This policy is that notice</td><td>GDPR Arts. 13-14; DPDP Act, notice</td></tr><tr><th scope="row">Access</th><td>To ask for confirmation that we hold data about you and a copy of it</td><td>GDPR Art. 15; DPDP Act</td></tr><tr><th scope="row">Correction</th><td>To have inaccurate or incomplete data corrected, including a registry record</td><td>GDPR Art. 16; DPDP Act</td></tr><tr><th scope="row">Deletion</th><td>To ask us to delete data, where we have no overriding reason to keep it</td><td>GDPR Art. 17; DPDP Act</td></tr><tr><th scope="row">Restriction and objection</th><td>To ask us to limit processing, or to object to processing based on legitimate interest</td><td>GDPR Arts. 18 and 21</td></tr><tr><th scope="row">Portability</th><td>To receive data you gave us in a common format, where that applies</td><td>GDPR Art. 20</td></tr><tr><th scope="row">Withdraw consent</th><td>To withdraw consent at any time, where we rely on it. Earlier use stays lawful</td><td>GDPR Art. 7(3); DPDP Act</td></tr><tr><th scope="row">Not to be subject to solely automated decisions</th><td>See Section 14. We make none</td><td>GDPR Art. 22</td></tr><tr><th scope="row">Grievance redressal</th><td>To have a complaint heard by us first, and then by the regulator</td><td>DPDP Act; GDPR Art. 77</td></tr><tr><th scope="row">Opt out of sale or sharing; non-discrimination</th><td>We do neither, and we will not treat you worse for using a right</td><td>CCPA/CPRA</td></tr></tbody></table></div><div><h3>How to use a right</h3><ol><li>Email <a href="mailto:privacy@iictp.org">privacy@iictp.org</a> and say what you want. You need not quote a law.</li><li>We may ask for enough information to confirm who you are, so that we do not give your data to someone else. We will ask for no more than we need.</li><li>We aim to reply within one month of receiving a valid request and acknowledge it within 48 hours; we will tell you if a complex request needs longer. We do not charge, unless a request is clearly unfounded or excessive, in which case we will say why.</li><li>If we refuse all or part of a request, we will tell you the reason and how to challenge it.</li></ol></div><div><h3>If you are not satisfied</h3><p>Write to us again and ask for senior review. You may complain to the data protection authority of the country where you live, work or believe the problem occurred, for example the Data Protection Board of India, a national authority in the EU, the Information Commissioner’s Office in the UK or the California Privacy Protection Agency. You may also have a right to go to court. Nothing here limits a right that the law gives you and that cannot be waived.</p></div><div><h3>What you can do yourself</h3><ul><li>Change or remove your name from the “Hi, name” menu in the header.</li><li>Clear the site’s data in your browser settings.</li><li>Block analytics cookies or scripts in your browser, or use a browser or extension that does so.</li></ul></div></section><section id="automated"><h2><small>14</small>Automated decisions and profiling<a href="#automated">#</a></h2><p>The Check your experience page applies published rules to what you enter, in your browser, and shows a suggested route. It does not decide anything about you and has no legal or similarly significant effect on you. It is a tool for reading the requirements. Eligibility for a credential is decided by people at IICTP against the published requirements and any equivalency review, and you may ask for that decision to be explained and reviewed. We do not profile visitors for advertising or credit-like decisions.</p></section><section id="children"><h2><small>15</small>Children’s data<a href="#children">#</a></h2><p>The site is meant for working technologists and students, and is not aimed at young children. We do not knowingly collect personal data from a child below the age at which the law of their country requires a parent’s consent for online services (13 in the US; 13 to 16 in the EU depending on the country; 18 under the DPDP Act, 2023, which also bars tracking and targeted advertising aimed at children). If you believe a child has sent us personal data, tell us at <a href="mailto:privacy@iictp.org">privacy@iictp.org</a> and we will delete it.</p></section><section id="links"><h2><small>16</small>Links to other sites<a href="#links">#</a></h2><p>The site links to other sites and loads some resources from them. We do not control them. Their handling of data is their own, and you should read their policies. Following a link leaves the protection of this policy.</p></section><section id="changes"><h2><small>17</small>Changes to this policy<a href="#changes">#</a></h2><p>We will post any change here and update the date and version at the top of the page. If a change materially affects how your data is used, we will say so clearly on the site, and where the law requires your consent for the new use we will ask for it again rather than treat continued use as agreement. The table at the foot of the page lists every earlier version, so the text that applied on any date can be shown.</p></section><section id="contact"><h2><small>18</small>How to contact us or complain<a href="#contact">#</a></h2><p>Questions or requests about privacy go to <a href="mailto:privacy@iictp.org">privacy@iictp.org</a>. For anything else about these documents, see the <a href="/legal">Legal hub</a>.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.11</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/accessibility"><small>Previous</small><b>Accessibility Statement</b></a><a href="/terms"><small>Next</small><b>Terms and Conditions of Website Use<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Terms of Use &amp; Examination Booking Agreement | IICTP</title><link>https://iictp.org/terms</link><guid isPermaLink="true">https://iictp.org/terms</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>The agreement between you and IICTP when you visit this website, read its content or use its verification registry.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Terms</p><h1>Terms and Conditions of Website Use</h1><p>The agreement between you and IICTP when you visit this website, read its content or use its verification registry.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-TERMS</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Legal Office</dd></div><div><dt>Sections</dt><dd>22</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Free to read and verify</h3><p>Anyone may browse the site and check credentials in the public registry at no cost.</p></div><div><small>0<!-- -->2</small><h3>Do not scrape or copy wholesale</h3><p>Fair quotation is fine; duplicating our question banks, syllabi or registry is not.</p></div><div><small>0<!-- -->3</small><h3>The registry is the source of truth</h3><p>A paper certificate or screenshot is not proof; only the registry confirms standing.</p></div><div><small>0<!-- -->4</small><h3>Governing law</h3><p>These terms are governed by the laws of the country in which IICTP is established and operates. Mandatory consumer rights in your own country are not affected.</p></div></div></div></section><section><div><div><div><section id="agreement"><h2><small>01</small>Agreement to these terms<a href="#agreement">#</a></h2><p>These terms are an agreement between you and the International Insignia of Certified Technical Practitioners (“IICTP”, “we”, “us”). If you use the site for an organisation, you confirm that you may bind that organisation, and “you” then includes it.</p><div><h3>How you agree</h3><p>The site has no sign-up and no tick-box. You accept these terms by using the site after having had the chance to read them. A link to them appears on every page in the footer. We state this openly because an agreement made only by using a site (often called a browse-wrap) is enforced by courts only where the person had reasonable notice of the terms and acted in a way that shows acceptance. We rely on three things: the persistent footer link, this statement, and your continued use. Where a particular action carries real obligations for you, such as sending a request that gives us data, or applying for a credential, we will ask for an explicit tick-box or equivalent step at that point, and that step will control.</p><p>If you do not agree, do not use the site.</p></div><div><h3>Documents that apply together</h3><div><table><caption>Related documents</caption><thead><tr><th scope="col">Document</th><th scope="col">Applies to</th></tr></thead><tbody><tr><th scope="row"><a href="/privacy">Privacy Policy</a></th><td>How personal data is handled</td></tr><tr><th scope="row"><a href="/cookies">Cookies and Storage</a></th><td>What the site saves in your browser</td></tr><tr><th scope="row"><a href="/acceptable-use">Acceptable Use Policy</a></th><td>What you may and may not do on the site</td></tr><tr><th scope="row"><a href="/registry-policy">Registry and Data Policy</a></th><td>The public credential registry</td></tr><tr><th scope="row"><a href="/trademarks">Trademark and Brand Use</a></th><td>Use of IICTP names, marks and badges</td></tr><tr><th scope="row"><a href="/security">Security and Disclosure</a></th><td>Reporting vulnerabilities and research rules</td></tr><tr><th scope="row">Certification agreement (given at application)</th><td>Exams, certification, renewal and credential use</td></tr></tbody></table></div><p><b>Order of precedence.</b> If two of them conflict, the more specific document wins for its subject. If a conflict remains, the document that protects the individual more wins.</p></div></section><section id="definitions"><h2><small>02</small>Definitions<a href="#definitions">#</a></h2><p>Words in quotation marks have the meaning below wherever they appear in these terms and the related documents. Defining them removes room for argument later about what a word was meant to cover.</p><div><table><caption>Defined terms</caption><thead><tr><th scope="col">Term</th><th scope="col">Meaning</th></tr></thead><tbody><tr><th scope="row">Site</th><td>This website and everything published on it, in any language</td></tr><tr><th scope="row">Credential</th><td>Any certification IICTP awards, such as the ATP®, CTP®, PgTP®, PfTP® and the specialized credentials</td></tr><tr><th scope="row">Registry</th><td>The public record of credentials that IICTP maintains and that the verify page searches</td></tr><tr><th scope="row">TPBOK™</th><td>The Technical Practitioner Body of Knowledge, the standard the credentials are built on</td></tr><tr><th scope="row">Content</th><td>Text, design, data, software, marks and other material on the site</td></tr><tr><th scope="row">Guide</th><td>The Check your experience page and any other tool on the site that suggests a route or estimate</td></tr><tr><th scope="row">Authorized Training Partner</th><td>A third party approved by IICTP to give training. It is independent of IICTP</td></tr><tr><th scope="row">Personal data</th><td>Information about an identifiable person, as the Privacy Policy uses the term</td></tr><tr><th scope="row">You</th><td>The person using the site, and any organisation they act for</td></tr></tbody></table></div></section><section id="use"><h2><small>03</small>Who may use the site<a href="#use">#</a></h2><p>The site is open to anyone who can form a binding agreement under the law where they live. Students and early-career technologists below that age may use it with a parent’s or guardian’s permission where the law requires. You are responsible for using it lawfully in your country, and for any local rule that restricts what you may view or do.</p></section><section id="purpose"><h2><small>04</small>What the site is, and is not<a href="#purpose">#</a></h2><p>The site describes IICTP, its credentials and its standard, lets you check a credential in the registry, and helps you see where your experience might lead. It provides general information.</p><ul><li>It is not professional, legal, financial, employment or career advice, and no adviser–client relationship arises from using it.</li><li>It does not promise any exam result, certification, job, promotion or salary.</li><li>IICTP is not accredited under ISO/IEC 17024:2012. Where the site mentions that standard, it names it only as a reference, and no statement on the site says or implies that IICTP or its credentials are accredited by any body.</li><li>Sample records, sample questions and sample cases are labelled as samples and are illustrations, not real data.</li></ul><div><h3>Why we state this</h3><p>Statements about career outcomes can mislead if read as promises. Consumer-protection law in many countries (for example the Indian Consumer Protection Act, 2019, the UK Consumer Protection from Unfair Trading Regulations and the US FTC Act) treats a misleading claim as a wrong even without intent. We therefore separate information from promise, and we describe outcomes only as possibilities.</p></div></section><section id="guide"><h2><small>05</small>The eligibility guide<a href="#guide">#</a></h2><p>The Check your experience page applies published rules to the answers you give and suggests a route. It is a guide.</p><ul><li>It does not decide eligibility, award a credential or reserve an exam place.</li><li>Its dates are estimates based on your answers and on the assumptions stated on the page.</li><li>The calculation runs in your browser. We do not receive your answers, so we cannot reproduce or confirm a result you saw. Keep your own note if you intend to rely on it.</li><li>IICTP decides eligibility when you apply, using the published requirements and, where relevant, an equivalency review.</li></ul><p><b>No reliance.</b> You should not pay a fee, resign, enrol in training or take any step you cannot undo in reliance on the guide alone. If you do, IICTP is not responsible for the outcome, to the extent the law allows.</p></section><section id="exams"><h2><small>06</small>Exams and certification<a href="#exams">#</a></h2><p>Sitting an exam, holding a credential, renewing it and using it are governed by a separate certification agreement and the published candidate rules, which apply together with these terms. They are not created by anything you read on the site.</p><aside><b>Certification terms</b><div>The candidate rules for each credential are in its candidate handbook (for example, the <a href="/handbooks/IICTP-CTP-Handbook.pdf">CTP handbook</a>). You accept them when you book an exam.</div></aside></section><section id="fees"><h2><small>07</small>Fees and figures<a href="#fees">#</a></h2><p>Fees, durations, prerequisites and other figures shown on the site are given in good faith and may change. The figures that apply to you are the ones in force when you apply or book, and we will show them to you before you pay. Training fees are set by each Authorized Training Partner and are not part of IICTP’s exam fees. Prices are shown in US dollars and rupees for convenience and may be converted at the time of payment, so the amount charged can differ with exchange rates. Taxes are added where the law requires.</p><p><b>Error in a price.</b> If a figure on the site is plainly wrong, for example a typing error, we will tell you and give you the choice to proceed at the correct figure or withdraw before you have paid anything.</p></section><section id="registry"><h2><small>08</small>Using the credential registry<a href="#registry">#</a></h2><p>You may use the registry to check a credential. Detailed rules, including what you may do with registry data, are in the <a href="/registry-policy">Registry and Data Policy</a>. In particular you may not scrape it in bulk, build lists from it for marketing, or present its data in a misleading way. A registry result shows the status of a record at the moment you looked; it is not a guarantee about the person.</p></section><section id="messages"><h2><small>09</small>Messages you send us<a href="#messages">#</a></h2><p>Where the site opens your email application to send us a message, the message is yours until you send it. When you send it you confirm that it is accurate, that you are entitled to share what it contains, and that we may use it to reply and to deal with your request, as the <a href="/privacy">Privacy Policy</a> describes. Email is not a secure channel. Do not send identity documents or other sensitive data unless we have asked you to and given a secure way to do so.</p></section><section id="ip"><h2><small>10</small>Intellectual property and permitted use<a href="#ip">#</a></h2><p>The content, the TPBOK™, the site design and the IICTP names, marks and badges belong to IICTP or its licensors and are protected by copyright, trademark and other law. Using the site does not transfer any right in them to you, other than the limited licence below.</p><div><h3>Your licence</h3><p>We grant you a personal, non-exclusive, non-transferable, revocable licence to view the site and to print or save pages for your own reference, and to quote short extracts with credit. The licence ends if you breach these terms.</p></div><div><h3>What you may do</h3><ul><li>Link to any page.</li><li>Use your own credential name and badge as the <a href="/trademarks">Trademark and Brand Use</a> page allows.</li></ul></div><div><h3>What you may not do</h3><ul><li>Copy, republish or sell the standard, exam content or site content beyond what the law allows.</li><li>Remove notices, or imply that IICTP endorses you, your product or your training without written permission.</li><li>Copy exam content or the registry in bulk by automated means, or republish them, without written permission. Public pages may be read by search and AI crawlers that follow the conditions in the <a href="/acceptable-use">Acceptable Use Policy</a>; that permission does not transfer ownership or any other right.</li></ul></div><div><h3>Complaint of infringement</h3><p>If you believe content on the site infringes your rights, write to <a href="mailto:legal@iictp.org">legal@iictp.org</a> with the content’s location, what right you hold and your contact details. We will review it and act where the claim is made out.</p></div></section><section id="feedback"><h2><small>11</small>Feedback<a href="#feedback">#</a></h2><p>If you send us ideas or comments about the site or the standard, you give us a non-exclusive, perpetual, royalty-free licence to use them, without obligation to you and without naming you, unless you ask us not to and we agree in writing. Nothing you send us in this way is treated as confidential unless we agreed that in writing before you sent it.</p></section><section id="conduct"><h2><small>12</small>Acceptable use<a href="#conduct">#</a></h2><p>You agree to follow the <a href="/acceptable-use">Acceptable Use Policy</a>. Do not break the law, interfere with the site or its security, claim a credential you do not hold, or misuse exam content.</p></section><section id="third"><h2><small>13</small>Other sites and providers<a href="#third">#</a></h2><p>The site links to and loads resources from other parties. We do not control them and are not responsible for their content, availability or handling of data. A link is not an endorsement. Authorized Training Partners are independent; any contract for training is between you and the partner.</p></section><section id="availability"><h2><small>14</small>Availability and changes to the site<a href="#availability">#</a></h2><p>We work to keep the site accurate and available, but it may be unavailable from time to time, and we may change, suspend or remove any part of it. We are not liable for interruptions beyond our reasonable control, such as network failure, a provider outage or an attack, provided we take reasonable steps to restore it.</p></section><section id="warranty"><h2><small>15</small>No warranty<a href="#warranty">#</a></h2><p>To the extent the law allows, the site is provided “as is” and “as available”. We do not promise that it will be complete, error-free or uninterrupted, or that any estimate or guide it gives is correct for your case. This does not remove any guarantee that the law gives you as a consumer and that cannot be excluded.</p></section><section id="liability"><h2><small>16</small>Limitation of liability<a href="#liability">#</a></h2><p>A limit on liability is enforced only where it is clear, fair and does not reach what the law forbids it to reach. We have therefore written the limit narrowly and put the exceptions first.</p><div><h3>What is never limited</h3><ul><li>Liability for fraud or fraudulent misrepresentation.</li><li>Liability for death or personal injury caused by negligence.</li><li>Any liability that the law of your country does not allow to be limited or excluded, including statutory consumer rights and data protection compensation rights.</li></ul></div><div><h3>What is limited</h3><p>Subject to the above, and to the extent the law allows, IICTP is not liable for indirect, incidental, special or consequential loss, or for loss of profit, opportunity, goodwill or data, arising from your use of the site. Our total liability for all claims connected with the site is limited to the fees you paid IICTP in the twelve months before the claim. The site is free to use; the limit reflects that and the information-only nature of the site.</p></div><div><h3>Time limit for claims</h3><p>Any claim must be brought within the period the law allows for it in the place that decides the dispute. We do not shorten that period, because a contractual shortening is invalid in many jurisdictions.</p></div></section><section id="responsibility"><h2><small>17</small>Your responsibility<a href="#responsibility">#</a></h2><p>If you break these terms or misuse the site, and that causes loss to IICTP or to others, you are responsible for that loss to the extent the law allows. We do not ask a consumer to indemnify us for our own fault.</p></section><section id="suspension"><h2><small>18</small>Suspension and termination<a href="#suspension">#</a></h2><p>We may restrict or end your access to the site, or part of it, if you break these terms or the Acceptable Use Policy, or if we must to meet a legal duty or protect the site. Before we end access we will usually tell you why and give you a chance to respond, unless the law, safety or an urgent attack prevents it. Ending access does not affect rights that have already arisen, or terms that by their nature continue, such as intellectual property, liability and disputes.</p></section><section id="law"><h2><small>19</small>Governing law and jurisdiction<a href="#law">#</a></h2><div><table><caption>Dispute terms</caption><thead><tr><th scope="col">Item</th><th scope="col">Position</th></tr></thead><tbody><tr><th scope="row">Governing law</th><td>The law of the place where IICTP’s registered office is located, without its conflict-of-laws rules. Mandatory consumer rights in your own country are not affected</td></tr><tr><th scope="row">Forum</th><td>The courts of the place where IICTP’s registered office is located. Mandatory consumer rights to sue in your own courts are not affected</td></tr><tr><th scope="row">Informal resolution first</th><td>Write to the Legal Office at the address in Section 22. The parties will try in good faith to resolve the matter for 30 days before starting proceedings</td></tr><tr><th scope="row">Consumers</th><td>If you are a consumer, nothing in this section removes the protection of mandatory consumer law of the country where you live, or your right to bring proceedings in its courts</td></tr><tr><th scope="row">Injunctions</th><td>IICTP may seek urgent court relief in any competent court to protect its registry, marks or security</td></tr></tbody></table></div></section><section id="general"><h2><small>20</small>General legal provisions<a href="#general">#</a></h2><ul><li><b>Whole agreement.</b> These terms, with the documents listed above, are the whole agreement about the site and replace anything said earlier about it.</li><li><b>If part is unenforceable.</b> A court may strike or narrow it. The rest stays in force.</li><li><b>No waiver.</b> Not enforcing a term at once does not mean we give it up. A waiver is valid only in writing.</li><li><b>Transfer.</b> We may transfer our rights and duties to a successor body that takes over the registry and agrees to honour these terms. You may not transfer yours without our written consent.</li><li><b>No third-party rights.</b> Only you and IICTP can enforce these terms, except where the law gives a right to someone else.</li><li><b>Language.</b> If a translation differs from the English text, the English text applies, except where the law of your country says your language prevails.</li><li><b>Notices.</b> We may notify you by posting on the site. You may notify us at <a href="mailto:legal@iictp.org">legal@iictp.org</a> and, for formal notices, by post at the address we send you on request. A notice by email takes effect when sent unless it bounces.</li><li><b>Force majeure.</b> Neither side is in breach for delay caused by events beyond its reasonable control.</li></ul></section><section id="changes"><h2><small>21</small>Changes to these terms<a href="#changes">#</a></h2><p>We may update these terms. The date and version at the top show the latest one, and the table at the foot lists earlier versions so that the text that applied on any date can be shown. A change applies from the date it is posted and does not alter a dispute that had already begun. If a change is material and affects a right you already hold, we will give notice on the site before it takes effect. If you keep using the site after that date, you accept the new terms; if you do not accept them, you should stop using the site.</p></section><section id="contact"><h2><small>22</small>Contact<a href="#contact">#</a></h2><p>Questions about these terms go to <a href="mailto:legal@iictp.org">legal@iictp.org</a>. For a postal address for formal notices, write to us and we will send it.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.11</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/privacy"><small>Previous</small><b>Privacy Policy</b></a><a href="/cookies"><small>Next</small><b>Cookie Notice<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Cookie Policy &amp; Consent Settings | IICTP</title><link>https://iictp.org/cookies</link><guid isPermaLink="true">https://iictp.org/cookies</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>What cookies and local browser storage this website uses, why, and how you can manage them.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Cookies</p><h1>Cookie Notice</h1><p>What cookies and local browser storage this website uses, why, and how you can manage them.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-COOKIES</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Data Protection Officer</dd></div><div><dt>Sections</dt><dd>9</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Only necessary cookies by default</h3><p>We set only what the site needs to function until you choose otherwise.</p></div><div><small>0<!-- -->2</small><h3>No cross-site ad tracking</h3><p>We do not sell cookie data and do not run third-party advertising trackers.</p></div><div><small>0<!-- -->3</small><h3>Choice is remembered</h3><p>Your preference is saved in local storage so you are not asked every page.</p></div><div><small>0<!-- -->4</small><h3>You can change your mind</h3><p>Clear your browser storage or use your browser controls at any time.</p></div></div></div></section><section><div><div><div><section id="what"><h2><small>01</small>What cookies are<a href="#what">#</a></h2><p>Websites can keep small pieces of data on your device. Some are cookies, which your browser sends back to the site with every request. Others use browser storage (such as local storage), which the page can read on your device but which is not sent with requests. This page lists every one this site uses, and every outside script that can set or read one.</p><div><h3>The legal rule in one paragraph</h3><p>In the EU and UK, storing information on a person’s device, or reading information already stored there, needs the person’s prior consent unless it is strictly necessary to provide a service they asked for (ePrivacy Directive, Article 5(3), and national laws such as PECR in the UK). The rule covers cookies and also local storage, pixels and similar tools. Consent under the GDPR must be freely given, specific, informed and unambiguous, by a clear affirmative act, and as easy to withdraw as to give. Other countries, including India under the DPDP Act, 2023, apply their own consent and notice rules to the personal data that such tools collect. This page is written to that standard.</p></div><p>It forms part of the <a href="/privacy">Privacy Policy</a>, which explains how personal data is handled more broadly.</p></section><section id="types"><h2><small>02</small>How we group them, and which need consent<a href="#types">#</a></h2><div><table><caption>Categories</caption><thead><tr><th scope="col">Category</th><th scope="col">Purpose</th><th scope="col">Consent needed?</th><th scope="col">Used on this site?</th></tr></thead><tbody><tr><th scope="row">Strictly necessary</th><td>Make the site work as you asked, for example keep you signed in or hold a basket</td><td>No</td><td>None are set. The site has no sign-in or basket</td></tr><tr><th scope="row">Preferences (functionality)</th><td>Remember a choice you made, such as language, theme or name</td><td>Not where the storage is needed to give you the choice you asked for. Regulators read this narrowly</td><td>Yes. Four items, listed in Section 3</td></tr><tr><th scope="row">Analytics</th><td>Measure how pages are used so we can improve them</td><td>Yes in the EU and UK, and under consent-based laws generally</td><td>Only if you accept. Microsoft Clarity. See Section 4</td></tr><tr><th scope="row">Advertising and tracking</th><td>Show ads or follow you across sites</td><td>Yes</td><td>None. We do not run advertising</td></tr><tr><th scope="row">Third-party resources</th><td>Fonts and similar files loaded from other providers</td><td>Depends on whether the provider reads or sets data on your device. See Section 5</td><td>Yes. Google Fonts</td></tr></tbody></table></div></section><section id="inventory"><h2><small>03</small>What we save: the complete list<a href="#inventory">#</a></h2><div><table><caption>Browser storage used by this site</caption><thead><tr><th scope="col">Name</th><th scope="col">Type</th><th scope="col">What it holds</th><th scope="col">Why</th><th scope="col">Set when</th><th scope="col">How long</th></tr></thead><tbody><tr><th scope="row"><code>iictp-visitor-name</code></th><td>Local storage (first party)</td><td>The first name you gave</td><td>To greet you and fill your name in on pages</td><td>Only when you enter a name</td><td>Until you remove it</td></tr><tr><th scope="row"><code>iictp-language</code></th><td>Local storage (first party)</td><td>Your chosen language</td><td>To show the site in that language</td><td>When you choose or the site picks a language</td><td>Until you clear it</td></tr><tr><th scope="row"><code>iictp-theme</code></th><td>Local storage (first party)</td><td>Light or dark</td><td>To keep your display choice</td><td>When you switch theme</td><td>Until you clear it</td></tr><tr><th scope="row"><code>iictp-consent</code></th><td>Local storage (first party)</td><td>Whether you accepted or rejected analytics</td><td>To remember your choice so we do not ask again and do not start analytics without it</td><td>When you press Accept or Reject</td><td>Until you clear it</td></tr></tbody></table></div><div><h3>Plain facts that can be checked</h3><ul><li>All three are set by this site’s own code, on this site’s own address. None is placed by an outside party.</li><li>Local storage has no expiry date of its own. It stays until you or your browser remove it. We state “until you clear it” rather than claim a period that does not exist.</li><li>None is a tracking identifier. None is used for advertising, and none is combined with other data to follow you.</li><li>The name is stored only if you give one. Without it, nothing is stored for that item.</li></ul></div><div><h3>Why we say preferences do not need a consent banner</h3><p>You ask for each of these by acting: you type a name, pick a language or switch the theme. The storage exists only to carry out that request, and is not used for anything else. That is the basis on which regulators accept functionality storage without prior consent. If the site ever used the same items for another purpose, that exemption would be lost and this page would change first.</p></div></section><section id="analytics"><h2><small>04</small>Analytics and performance<a href="#analytics">#</a></h2><p>The site includes the code for Microsoft Clarity. When that code runs it may set cookies in your browser to recognise a visit across pages, and it sends usage data (clicks, scrolling, device details and screen recordings of a visit) to Microsoft. Cookie names and lifetimes are set by Microsoft and may change, so we do not list them as fixed. Microsoft describes them in its own documentation. [The exact names and lifetimes seen on the live site are to be recorded here after testing.]</p><div><h3>When it starts</h3><p>Only after you press “Accept analytics”. Until then the Clarity code is not loaded and no analytics cookie is set. Rejecting, or ignoring the notice, keeps it off. The notice offers “Accept” and “Reject” with equal prominence, and the site works the same either way. It also never runs on a local development address.</p></div><aside><b>Limit of this control</b><div>Your choice is stored only in your browser. If you clear site data the notice appears again. We do not keep a server-side record of your choice or of the page version you saw.</div></aside></section><section id="thirdparty"><h2><small>05</small>Fonts from other providers<a href="#thirdparty">#</a></h2><p>The site’s typefaces are served by Google Fonts. When a page loads, your browser asks Google’s servers for the font files directly. Google therefore receives your IP address and browser details, whether or not you have agreed to anything, because the request cannot be made without them. Google does not set tracking cookies for this on our behalf, but Google’s own documentation governs what it does with the request.</p><div><h3>Why this matters legally</h3><p>A German court has held that loading fonts from Google’s servers, without consent, can disclose a visitor’s IP address to a third party and found a breach of the GDPR on that ground. We tell you plainly so you can decide. If you block requests to Google Fonts, the site still works and uses the fonts on your device.</p></div></section><section id="control"><h2><small>06</small>Your choices, and how to withdraw<a href="#control">#</a></h2><div><h3>On this site</h3><ul><li><b>Name:</b> open “Hi, name” in the header to change it or remove it.</li><li><b>Theme:</b> use the sun and moon button in the header to switch.</li><li><b>Language:</b> use the language menu in the header to change it.</li></ul></div><div><h3>In your browser</h3><p>Every major browser lets you view, block and delete cookies and site data, and lets you browse in a private window that discards them when it closes. Browsers and extensions can also block analytics scripts. If you block or clear what is in Section 3, the site still works, but it forgets your name, language and theme.</p></div><div><h3>Withdrawing consent</h3><p>You can withdraw consent at any time, as easily as you gave it, with “Cookie settings” in the footer of every page. Withdrawing reloads the page so that Clarity stops running. It does not make earlier use unlawful, but it stops further use.</p></div></section><section id="signals"><h2><small>07</small>Browser signals<a href="#signals">#</a></h2><p>Some browsers send a Do Not Track signal or a Global Privacy Control signal to say you do not want to be tracked or to have your data sold or shared. Global Privacy Control is legally recognised as an opt-out request in some places, for example under California law. The site does not sell or share personal data for advertising, so there is nothing for such a signal to switch off in that respect. Analytics runs only if you choose to accept it, so these signals do not add anything to what is collected.</p></section><section id="records"><h2><small>08</small>Proof of what we told you<a href="#records">#</a></h2><p>Because the lawfulness of cookies depends on what was disclosed and what was agreed, we keep this page’s version history. The table at the foot shows the text that applied on each date. The site records only your accepted or rejected choice, in your browser. The GDPR (Article 7(1)) requires a party relying on consent to be able to demonstrate it, so counsel must decide whether a fuller record (time, page version) is kept on a server.</p></section><section id="changes"><h2><small>09</small>Changes to this notice<a href="#changes">#</a></h2><p>If the site starts to save or read something new, this page will be updated first, or at the same time. Where the new item needs consent, we will ask for it rather than assume it. The version history at the foot of the page shows what changed and when.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.11</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/terms"><small>Previous</small><b>Terms and Conditions of Website Use</b></a><a href="/acceptable-use"><small>Next</small><b>Acceptable Use Policy<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Acceptable Use Policy &amp; Content Scraping Rules | IICTP</title><link>https://iictp.org/acceptable-use</link><guid isPermaLink="true">https://iictp.org/acceptable-use</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>Rules for using this website, its verification registry, APIs and any public submission forms.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Acceptable use</p><h1>Acceptable Use Policy</h1><p>Rules for using this website, its verification registry, APIs and any public submission forms.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-ACCEPTABLEUSE</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Legal Office</dd></div><div><dt>Sections</dt><dd>8</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Use the site as intended</h3><p>Read the standards, verify credentials, apply for exams or partnership in good faith.</p></div><div><small>0<!-- -->2</small><h3>No attacks or abuse</h3><p>No denial-of-service, vulnerability exploits, credential stuffing or malicious payloads.</p></div><div><small>0<!-- -->3</small><h3>No bulk scraping</h3><p>Do not harvest the registry or harvest email addresses without written agreement.</p></div><div><small>0<!-- -->4</small><h3>Breaches lead to action</h3><p>We may block access, revoke credentials, report misuse or take legal action.</p></div></div></div></section><section><div><div><div><section id="purpose"><h2><small>01</small>Purpose of this policy<a href="#purpose">#</a></h2><p>This policy keeps the site, and the credential registry in particular, fair, reliable and trustworthy. It applies to everyone who uses the site and forms part of the <a href="/terms">Terms and Conditions</a>.</p></section><section id="allowed"><h2><small>02</small>What you are welcome to do<a href="#allowed">#</a></h2><ul><li>Read and share pages, and link to them.</li><li>Search the registry to check a credential, as often as a person reasonably would.</li><li>Use the Check your experience guide for yourself or to advise someone you support.</li><li>Use your own credential and badge in line with the <a href="/trademarks">Trademark and Brand Use</a> page.</li><li>Quote short extracts with credit.</li></ul></section><section id="prohibited"><h2><small>03</small>Prohibited activities<a href="#prohibited">#</a></h2><div><h3>Accuracy and identity</h3><ul><li>Claiming, displaying or implying a credential you do not hold, or one that has expired, lapsed or been withdrawn.</li><li>Altering a certificate, badge or registry result, or presenting it in a way that misleads.</li><li>Pretending to be IICTP, an IICTP officer, an Authorized Training Partner or another person.</li></ul></div><div><h3>The registry</h3><ul><li>Collecting registry data in bulk, or by automated means beyond what is allowed below.</li><li>Building directories, marketing or recruitment lists, or datasets from registry records.</li><li>Using registry data to harass, profile or discriminate against anyone.</li></ul></div><div><h3>Exams and assessment integrity</h3><ul><li>Obtaining, sharing, selling or publishing exam questions or answers.</li><li>Helping anyone cheat, or sitting an assessment for someone else.</li></ul></div><div><h3>Security and interference</h3><ul><li>Probing, scanning or testing the site or registry for weaknesses, except as Section 4 and the <a href="/security">Security and Disclosure</a> page allow.</li><li>Attempting to gain access to anything not offered to you, or to overload, disrupt or damage the site.</li><li>Introducing malware, or interfering with other people’s use of the site.</li></ul></div><div><h3>Communications</h3><ul><li>Sending us unlawful, abusive, deceptive or harassing messages.</li><li>Sending us personal data about other people without a good reason to.</li></ul></div></section><section id="testing"><h2><small>04</small>Security testing and penetration testing: who may, who may not<a href="#testing">#</a></h2><p>Testing a system means sending it input meant to find or use a weakness. It is lawful only when the owner has authorised it. This section says what we authorise, to whom, and what we forbid. It is deliberately precise, because unauthorised access to a computer is an offence in most countries, and a clear rule is what lets us act against it and lets honest researchers know where they stand.</p><div><h3>Why we forbid it</h3><ul><li><b>Law.</b> Unauthorised access, or exceeding authorised access, is an offence under, for example, the Information Technology Act, 2000 (ss. 43 and 66, India), the Computer Misuse Act 1990 (UK), the Computer Fraud and Abuse Act (US) and Directive 2013/40/EU on attacks against information systems. Permission from the owner is what separates a test from an attack.</li><li><b>Trust.</b> The registry is relied on by third parties. A test that alters or exposes a record harms people who did nothing.</li><li><b>Third parties.</b> The site runs on providers’ systems that we do not own and cannot authorise anyone to test.</li><li><b>Evidence.</b> If all testing needs permission, then an unpermitted probe is, by definition, something we may investigate and act on.</li></ul></div><div><h3>Who may test</h3><div><table><caption>Who may test</caption><thead><tr><th scope="col">Who</th><th scope="col">Allowed</th><th scope="col">Condition</th></tr></thead><tbody><tr><th scope="row">IICTP staff and contractors</th><td>Yes</td><td>Within a written scope and dates set by the Security Office</td></tr><tr><th scope="row">An outside firm or person engaged by IICTP</th><td>Yes</td><td>Only under a signed engagement with a written scope, rules of engagement, test window, source addresses and a named contact. Nothing outside that document is authorised</td></tr><tr><th scope="row">Any other person, by written permission</th><td>Yes</td><td>Only if the Security Office has agreed in writing, before you start, to the specific tests, targets and dates. Ask at the security address. Silence is not permission</td></tr><tr><th scope="row">A researcher acting in good faith, with no permission</th><td>Narrowly</td><td>Only the low-impact observation allowed on the Security and Disclosure page, and only by following its rules</td></tr><tr><th scope="row">Everyone else</th><td>No</td><td>Any testing beyond the above is unauthorised</td></tr></tbody></table></div></div><div><h3>What is never allowed without written permission</h3><div><table><caption>Prohibited testing</caption><thead><tr><th scope="col">Activity</th><th scope="col">Examples</th></tr></thead><tbody><tr><th scope="row">Penetration testing and exploitation</th><td>Using a weakness to gain access, escalate privileges, run code or read data, even to “prove” it</td></tr><tr><th scope="row">Automated vulnerability scanning</th><td>Running scanners, crawlers that probe paths, or exploit frameworks against the site or its address range</td></tr><tr><th scope="row">Fuzzing and injection attempts</th><td>Sending malformed or malicious input in bulk to forms, query strings, headers or the registry search</td></tr><tr><th scope="row">Denial of service and load testing</th><td>Flooding, stress tests, amplification, resource exhaustion, or any test meant to slow or stop the site</td></tr><tr><th scope="row">Credential attacks</th><td>Guessing or stuffing passwords, tokens, keys or any identifier</td></tr><tr><th scope="row">Tampering with the registry or badges</th><td>Attempting to create, change, forge or remove a record, hash or digital badge, or to defeat the verification check</td></tr><tr><th scope="row">Social engineering and phishing</th><td>Deceiving staff, partners or visitors, or sending phishing messages that use our name, including “simulations”</td></tr><tr><th scope="row">Physical and network attacks</th><td>Entering premises, intercepting or redirecting other people’s traffic, attacking DNS, or testing our hosting and service providers</td></tr><tr><th scope="row">Evading protections</th><td>Bypassing rate limits, blocks, bot controls or access restrictions</td></tr><tr><th scope="row">Keeping or sharing what you reach</th><td>Copying, retaining, selling or publishing data you were not meant to see, or using a finding to demand payment or advantage</td></tr></tbody></table></div></div><aside><b>Permission is specific</b><div>Permission to test one thing is not permission to test another. A written permission covers only the targets, methods and dates it names. Testing outside it is unauthorised, and we may treat it as an attack, block it, keep records of it and refer it to the authorities.</div></aside><p>Asking is always safe. To request permission, or to report something you found, write to <a href="mailto:security@iictp.org">security@iictp.org</a> and read the <a href="/security">Security and Disclosure</a> page first.</p></section><section id="automated"><h2><small>05</small>Automated access<a href="#automated">#</a></h2><p>Ordinary browsers, accessibility tools, search-engine crawlers and AI crawlers are welcome to read the public pages of the site, and our <code>robots.txt</code> says so. That welcome has conditions, which are what separate a crawler from an attack. A crawler must:</p><ul><li>identify itself honestly, with a user-agent that names the operator and, where it can, a contact address;</li><li>follow <code>robots.txt</code> and any limits we publish, and keep its request rate low enough not to affect other visitors, so that it does not amount to the load testing forbidden in Section 4;</li><li>stay on public pages, and not try to defeat any block, or reach anything not linked publicly;</li><li>stop when we ask, at <a href="mailto:registry@iictp.org">registry@iictp.org</a>.</li></ul><p>Two limits apply to every automated tool, including those we welcome:</p><ul><li><b>The registry.</b> Bulk collection of registry records, or building a list of credential holders, is not allowed without our written permission (see Section 3).</li><li><b>Exam content.</b> Collecting or republishing exam questions or answers is never allowed.</li></ul><p><code>robots.txt</code> is a technical signal and not a licence. Being allowed to fetch a page does not give ownership of it, or any right beyond the <a href="/terms">Terms and Conditions</a>.</p><p>For permission to do anything beyond this, such as higher volume, write to <a href="mailto:registry@iictp.org">registry@iictp.org</a>.</p></section><section id="report"><h2><small>06</small>Reporting abuse<a href="#report">#</a></h2><p>If you see a credential being misrepresented, exam content being shared, or the site being misused, tell us at <a href="mailto:legal@iictp.org">legal@iictp.org</a> with the details and any links. For a security weakness, use the process on the <a href="/security">Security and Disclosure</a> page instead.</p></section><section id="enforcement"><h2><small>07</small>Monitoring and enforcement<a href="#enforcement">#</a></h2><p>We respond in proportion to the harm and to whether it was deliberate. Steps may include the following, and we may skip steps for serious or repeated cases.</p><div><table><caption>Enforcement steps</caption><thead><tr><th scope="col">Step</th><th scope="col">What it means</th></tr></thead><tbody><tr><th scope="row">Request</th><td>We ask you to stop or correct the problem, for example to remove a misleading claim</td></tr><tr><th scope="row">Restriction</th><td>We limit or block access to the site or registry for you or your network</td></tr><tr><th scope="row">Registry action</th><td>We mark a record, or follow the credential rules where a holder has misused a credential</td></tr><tr><th scope="row">Referral</th><td>We tell the affected people, employers or authorities, where the law allows or requires</td></tr><tr><th scope="row">Legal action</th><td>We take steps to protect our rights and the integrity of the standard</td></tr></tbody></table></div></section><section id="changes"><h2><small>08</small>Changes<a href="#changes">#</a></h2><p>We may update this policy as the site changes. The version history at the foot of the page lists earlier versions.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/cookies"><small>Previous</small><b>Cookie Notice</b></a><a href="/registry-policy"><small>Next</small><b>Credential Registry Policy<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Public Registry Policy &amp; Credential Revocation Rules | IICTP</title><link>https://iictp.org/registry-policy</link><guid isPermaLink="true">https://iictp.org/registry-policy</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>How credentials are listed in the public verification registry, how records are maintained, and how corrections are handled.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Registry policy</p><h1>Credential Registry Policy</h1><p>How credentials are listed in the public verification registry, how records are maintained, and how corrections are handled.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-REGISTRYPOLICY</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Registrar</dd></div><div><dt>Sections</dt><dd>11</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Public proof of credential standing</h3><p>The registry allows employers and clients to check that a credential is valid and active.</p></div><div><small>0<!-- -->2</small><h3>What is published</h3><p>Name, credential title, certificate number, issue date and status (Active, Lapsed, Suspended, Revoked).</p></div><div><small>0<!-- -->3</small><h3>Privacy balance</h3><p>Only necessary confirmation data is public; exam scores and personal contact details are never listed.</p></div><div><small>0<!-- -->4</small><h3>Corrections and appeals</h3><p>Credential holders may request corrections or appeal status decisions through the Registrar.</p></div></div></div></section><section><div><div><div><section id="purpose"><h2><small>01</small>Purpose of the registry<a href="#purpose">#</a></h2><p>The registry gives employers, partners, recruiters and the public a trustworthy way to check that a person holds a credential, and that it is current. Each credential is also issued with a digital badge that carries a decentralized identifier (DID), so a check does not depend on trusting a screenshot or a certificate file.</p><aside><b>Sample records</b><div>The records on this site today are sample records that demonstrate how the registry looks and works. They do not describe real people. This policy describes how real records will be handled.</div></aside></section><section id="fields"><h2><small>02</small>What a record shows<a href="#fields">#</a></h2><p>A record can show the following. Not every field is shown for every credential.</p><div><table><caption>Registry record fields</caption><thead><tr><th scope="col">Field</th><th scope="col">What it is</th><th scope="col">Why it is shown</th></tr></thead><tbody><tr><th scope="row">Name</th><td>The holder’s full name</td><td>So a check can be matched to a person</td></tr><tr><th scope="row">Credential</th><td>The credential held, for example Certified Technical Practitioner (CTP®)</td><td>The thing being checked</td></tr><tr><th scope="row">Specialization</th><td>The credential’s applied focus</td><td>Gives context to the credential</td></tr><tr><th scope="row">Jurisdiction</th><td>Where the holder is recorded as based</td><td>Context for the record</td></tr><tr><th scope="row">Issued and expires</th><td>The dates the credential began and ends</td><td>To show it is current</td></tr><tr><th scope="row">Status</th><td>The credential’s current state. See Statuses below</td><td>To show whether it is in good standing</td></tr><tr><th scope="row">Accreditation</th><td>The accreditation framework the credential is assessed under</td><td>To show how it is assessed</td></tr><tr><th scope="row">Exam result</th><td>The result recorded for the exam</td><td>Context for the assessment</td></tr><tr><th scope="row">Continuing education</th><td>Technical Development Units logged this cycle</td><td>To show active upkeep</td></tr><tr><th scope="row">DID</th><td>A decentralized identifier for the credential</td><td>Lets the badge be checked independently</td></tr><tr><th scope="row">Verification hash</th><td>A hash of the record that shows it has not been altered</td><td>So a check can detect tampering</td></tr></tbody></table></div></section><section id="creation"><h2><small>03</small>How a record is created<a href="#creation">#</a></h2><ol><li>A candidate passes the assessment and meets the credential’s requirements.</li><li>IICTP issues the credential and adds the record to the registry, with the verifiable digital badge.</li><li>The holder is told, at certification, that the record is public and what it shows.</li></ol></section><section id="statuses"><h2><small>04</small>Credential statuses defined<a href="#statuses">#</a></h2><div><table><caption>Registry statuses</caption><thead><tr><th scope="col">Status</th><th scope="col">Meaning</th></tr></thead><tbody><tr><th scope="row">Certified in Good Standing</th><td>The credential is current and its holder meets its requirements</td></tr><tr><th scope="row">Fellowship Active</th><td>The holder has been elected to Fellowship (FIICTP) and their membership is active</td></tr><tr><th scope="row">Board Emeritus</th><td>An honorary status for a former member of the Board of Global Standards</td></tr><tr><th scope="row">Expired, lapsed or withdrawn</th><td>The credential has ended, or has been withdrawn under the credential rules</td></tr></tbody></table></div></section><section id="check"><h2><small>05</small>How to check a credential<a href="#check">#</a></h2><ol><li>Open the <a href="/verify">verify page</a> and enter the credential ID, which looks like CTP-2024-88412, or the holder’s name.</li><li>Read the result: status, dates and the signed record.</li><li>For the strongest check, compare the DID and verification hash with the holder’s badge.</li></ol></section><section id="proves"><h2><small>06</small>What a record proves, and does not<a href="#proves">#</a></h2><div><h3>It shows</h3><ul><li>That IICTP issued the credential, and when.</li><li>Whether the credential is currently in good standing.</li><li>That the record has not been altered since it was signed.</li></ul></div><div><h3>It does not show</h3><ul><li>The holder’s current job, employer, conduct or ability beyond what the credential assesses.</li><li>That a person using a name is the person named. Check identity separately where it matters.</li><li>Anything about people who hold no credential.</li></ul></div></section><section id="corrections"><h2><small>07</small>Requesting corrections<a href="#corrections">#</a></h2><div><h3>Corrections</h3><p>If a record is wrong, the holder, or anyone with good reason to believe it is wrong, can write to <a href="mailto:registry@iictp.org">registry@iictp.org</a> with the credential ID and what should change. We aim to reply within 48 hours and to correct a clear error promptly.</p></div><div><h3>Removal</h3><p>Because the registry exists to be checked, a record is not removed simply on request while the credential is valid. Holders can choose to be left out of name searches. Anyone who searches for the exact credential ID will still see the record, so a certificate or badge that a holder shares can always be checked. Holders may also ask us to remove or limit a record, and we will weigh the request against the registry’s purpose and the law that applies, including data protection rights described in the <a href="/privacy">Privacy Policy</a>.</p></div></section><section id="retention"><h2><small>08</small>After a credential ends<a href="#retention">#</a></h2><p>When a credential expires, lapses or is withdrawn, the record stays so a check shows the true state, with the status updated. It is not removed after that, because a check must always show the true state.</p></section><section id="use"><h2><small>09</small>Using registry data<a href="#use">#</a></h2><div><h3>You may</h3><ul><li>Check a credential, and keep a note of the result for a hiring or compliance record.</li></ul></div><div><h3>You may not</h3><ul><li>Scrape or copy the registry in bulk, or build a directory or marketing list from it.</li><li>Present a record in a way that misleads, or alter a result.</li><li>Use it to harass or discriminate against a person.</li></ul></div><p>See the <a href="/acceptable-use">Acceptable Use Policy</a> for the full rules, including the rules for automated access.</p></section><section id="integrity"><h2><small>10</small>Integrity of the registry<a href="#integrity">#</a></h2><p>Records are signed and carry a verification hash so tampering can be detected. Our approach to protecting the registry, and how to report a weakness, is on the <a href="/security">Security and Disclosure</a> page.</p></section><section id="contact"><h2><small>11</small>Contact<a href="#contact">#</a></h2><p>Registry questions, corrections and permission requests go to <a href="mailto:registry@iictp.org">registry@iictp.org</a>. Privacy requests go to <a href="mailto:privacy@iictp.org">privacy@iictp.org</a>.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/acceptable-use"><small>Previous</small><b>Acceptable Use Policy</b></a><a href="/trademarks"><small>Next</small><b>Trademark and Brand Use<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Trademark Usage Guidelines (ATP®, CTP®, TPBOK™) | IICTP</title><link>https://iictp.org/trademarks</link><guid isPermaLink="true">https://iictp.org/trademarks</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>How credential holders, partners, employers and the press may use IICTP names, marks and badges.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Trademarks</p><h1>Trademark and Brand Use</h1><p>How credential holders, partners, employers and the press may use IICTP names, marks and badges.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-TRADEMARKS</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Brand Office</dd></div><div><dt>Sections</dt><dd>8</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Holders may use their credential</h3><p>While it is active, you may show your credential name and badge, unaltered.</p></div><div><small>0<!-- -->2</small><h3>No implied endorsement</h3><p>Do not suggest IICTP endorses a person, product, course or company it does not.</p></div><div><small>0<!-- -->3</small><h3>Partners need an agreement</h3><p>Training partners use the marks under their licence, not under this page.</p></div><div><small>0<!-- -->4</small><h3>Ask before you adapt</h3><p>Anything not listed here needs written permission.</p></div></div></div></section><section><div><div><div><section id="marks"><h2><small>01</small>Our marks<a href="#marks">#</a></h2><p>IICTP’s names, marks and badges are valuable because they stand for an independent standard. The table lists those in use. Registration status varies by country, and each mark is shown with the symbol that fits how it is used.</p><div><table><caption>IICTP marks</caption><thead><tr><th scope="col">Mark</th><th scope="col">What it identifies</th></tr></thead><tbody><tr><th scope="row">IICTP</th><td>The organisation and its insignia</td></tr><tr><th scope="row">TPBOK™</th><td>The Technical Practitioner Body of Knowledge</td></tr><tr><th scope="row">ATP®, CTP®, PgTP®, PfTP®</th><td>The four core credentials, from foundations to portfolio strategy</td></tr><tr><th scope="row">AIP, CAP, ADP, IESP, LLMP, CSTP</th><td>The six specialized credentials</td></tr><tr><th scope="row">IICTP digital badge</th><td>The verifiable online badge issued with a credential</td></tr><tr><th scope="row">Authorized Training Partner, Certified IICTP Instructor</th><td>Partner and instructor designations, given under licence</td></tr></tbody></table></div></section><section id="holders"><h2><small>02</small>If you hold a credential<a href="#holders">#</a></h2><p>While your credential is active, you may:</p><ul><li>state it on a CV, profile, email signature, business card or website;</li><li>show the digital badge, unaltered, linked to your registry record where you can;</li><li>use the post-nominal after your name, for example “Jane Doe, CTP®”.</li></ul><div><h3>Writing it correctly</h3><ul><li>Use the exact credential name and the mark as shown, such as Certified Technical Practitioner (CTP®).</li><li>State the credential you hold, not a different one. A specialized credential does not make you a holder of a core credential.</li><li>Stop using the post-nominal when the credential has expired, lapsed or been withdrawn, unless you add that it is lapsed and the dates.</li></ul></div></section><section id="dos"><h2><small>03</small>Do and do not<a href="#dos">#</a></h2><div><table><caption>Do and do not</caption><thead><tr><th scope="col">Do</th><th scope="col">Do not</th></tr></thead><tbody><tr><th scope="row">Show the badge at its original proportions and colours</th><td>Stretch, recolour, crop, animate or add effects to a mark or badge</td></tr><tr><th scope="row">Link a badge to its registry record</th><td>Alter a registry result or build a lookalike certificate</td></tr><tr><th scope="row">Say you “hold” or “are certified as” your credential</th><td>Say IICTP “endorses”, “recommends” or “partners with” you unless it has agreed</td></tr><tr><th scope="row">Refer to IICTP credentials factually in comparison</th><td>Imply a product, course or company is IICTP-approved without a licence</td></tr><tr><th scope="row">Use plain text names if you cannot show the mark</th><td>Use IICTP marks in your own company or product name, logo or domain</td></tr></tbody></table></div></section><section id="partners"><h2><small>04</small>Training partners and employers<a href="#partners">#</a></h2><div><h3>Authorized Training Partners</h3><p>Premier and Registered Authorized Training Partners use the marks under their licence agreement, which sets the rules for their listing, materials and claims. This page does not give or widen that licence. See <a href="/#partners">Authorized Training Partners</a>.</p></div><div><h3>Employers and organisations</h3><p>You may say that your staff hold IICTP credentials, and show the credential names and badges for people who have agreed. You may not use the marks to suggest an organisation-wide accreditation IICTP has not granted.</p></div></section><section id="press"><h2><small>05</small>Press, writers and educators<a href="#press">#</a></h2><p>You may name IICTP and its credentials in news, commentary, research and teaching, and quote short extracts with credit. Please use the names as written above, and link to the relevant page. For images, logos or interviews, write to <a href="mailto:brand@iictp.org">brand@iictp.org</a>.</p></section><section id="standard"><h2><small>06</small>The TPBOK™ and other content<a href="#standard">#</a></h2><p>The TPBOK™, exam content and the site’s text and design are protected content. You may cite and link to them. Reproducing or adapting them beyond fair quotation needs written permission, as the <a href="/terms">Terms and Conditions</a> say.</p></section><section id="misuse"><h2><small>07</small>Reporting and enforcement<a href="#misuse">#</a></h2><p>If you see a mark misused, or a credential claimed falsely, tell us at <a href="mailto:brand@iictp.org">brand@iictp.org</a>. We may ask the person to correct it, report it to the platform or employer concerned, mark a record, or take legal steps. See the <a href="/acceptable-use">Acceptable Use Policy</a>.</p></section><section id="permission"><h2><small>08</small>Asking permission<a href="#permission">#</a></h2><p>For anything this page does not allow, write to <a href="mailto:brand@iictp.org">brand@iictp.org</a> with what you would like to do, where it will appear, and for how long. We aim to reply within 48 hours.</p><aside><b>Logo and badge files</b><div>The ten badge files are free for anyone to download, in SVG and PNG, on the <a href="/certifications/digital-badges">digital badges page</a>. Downloading a badge does not give you the right to show it as your credential: that is for holders only, while the credential is active. A one-page brand sheet and logo files are not published yet.</div></aside></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/registry-policy"><small>Previous</small><b>Credential Registry Policy</b></a><a href="/security"><small>Next</small><b>Security and Vulnerability Reporting<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Security Architecture &amp; Vulnerability Disclosure Program | IICTP</title><link>https://iictp.org/security</link><guid isPermaLink="true">https://iictp.org/security</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>Our approach to website and registry security, and how security researchers can responsibly disclose vulnerabilities.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Security</p><h1>Security and Vulnerability Reporting</h1><p>Our approach to website and registry security, and how security researchers can responsibly disclose vulnerabilities.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-SECURITY</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Chief Information Security Officer</dd></div><div><dt>Sections</dt><dd>10</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>Security is foundational</h3><p>We use modern encryption, access controls and continuous testing to protect our systems.</p></div><div><small>0<!-- -->2</small><h3>Coordinated disclosure welcome</h3><p>We welcome reports from researchers and commit to timely review without legal threats.</p></div><div><small>0<!-- -->3</small><h3>Scope and safe harbor</h3><p>Testing our production web surfaces is covered, provided testing causes no service harm.</p></div><div><small>0<!-- -->4</small><h3>Report to security@iictp.org</h3><p>Send encrypted details via PGP; we will acknowledge within 48 hours.</p></div></div></div></section><section><div><div><div><section id="commitment"><h2><small>01</small>Our security commitment<a href="#commitment">#</a></h2><p>A credential registry is only worth anything if it can be trusted. We take care to protect the site, the registry and the data they hold, and we welcome reports from people who find a weakness.</p><div><h3>Why this page is written as it is</h3><p>Security statements are relied on by the public, and an overstated one can be treated as a misleading claim. This page therefore separates three things: what we do (stated as fact), what we aim to do (stated as an aim), and what we cannot promise (stated as a limit). We do not claim that the site is “unhackable” or “fully secure”, and nobody can truthfully do so.</p></div><div><h3>Frameworks this follows</h3><div><table><caption>Frameworks</caption><thead><tr><th scope="col">Framework</th><th scope="col">How it is used here</th></tr></thead><tbody><tr><th scope="row">ISO/IEC 29147 and 30111</th><td>The international standards for receiving vulnerability reports and handling them. The report, response and disclosure steps below follow them</td></tr><tr><th scope="row">security.txt (RFC 9116)</th><td>A standard file that tells researchers where and how to report. Published at /.well-known/security.txt.</td></tr><tr><th scope="row">GDPR Art. 32; DPDP Act, 2023, s. 8</th><td>Require appropriate security for personal data. The measures in Section 8 are our statement of how</td></tr><tr><th scope="row">Information Technology Act, 2000 (India), ss. 43, 66 and 70B; CERT-In directions</th><td>Make unauthorised access to a computer an offence, and require certain incidents to be reported to CERT-In within 6 hours. See Sections 7 and 9</td></tr></tbody></table></div></div></section><section id="scope"><h2><small>02</small>Scope of coordinated disclosure<a href="#scope">#</a></h2><p>Scope matters legally. Safe harbour in Section 7 covers research inside the scope and does not cover research outside it.</p><div><table><caption>Scope</caption><thead><tr><th scope="col">In scope</th><th scope="col">Out of scope</th></tr></thead><tbody><tr><th scope="row">The IICTP website and its pages (iictp.org and iictp.com)</th><td>Other organisations’ sites, including Authorized Training Partners and our providers’ own systems</td></tr><tr><th scope="row">The registry and the verify page</th><td>Social engineering of staff, physical attacks and attacks on people</td></tr><tr><th scope="row">Badge, DID and hash verification</th><td>Denial of service, load testing and spam</td></tr><tr><th scope="row">Any code or data we publish</th><td>Findings that need an unsupported browser or a rooted device, and best-practice advice with no demonstrated risk</td></tr></tbody></table></div><p>If you are not sure whether something is in scope, ask before testing. Asking is always safe.</p></section><section id="who"><h2><small>03</small>Who may test, and who may not<a href="#who">#</a></h2><p>This page is not a general permission to test the site. Testing is authorised only for the people and in the way the <a href="/acceptable-use">Acceptable Use Policy</a> sets out (Section 4 there). In short:</p><ul><li><b>Authorised:</b> IICTP staff and contractors within a written scope, outside firms under a signed engagement, and anyone to whom the Security Office has given specific written permission in advance.</li><li><b>Narrowly permitted:</b> a good-faith researcher with no permission may do only the low-impact observation described in Section 5 below, and report it.</li><li><b>Not permitted:</b> penetration testing, automated scanning, fuzzing, load or denial-of-service testing, credential attacks, tampering with registry records or badges, social engineering and phishing, attacks on our providers, and evading protections. These need written permission first.</li></ul><p>If you want to carry out any prohibited test, ask first at <a href="mailto:security@iictp.org">security@iictp.org</a>. We will tell you the scope, window and rules, or decline. Do not start before you have it in writing.</p></section><section id="report"><h2><small>04</small>How to report<a href="#report">#</a></h2><p>Email <a href="mailto:security@iictp.org">security@iictp.org</a> with a clear subject line. Our contact details are also published in machine-readable form at <a href="/.well-known/security.txt">/.well-known/security.txt</a>. Do not send a report through a public channel, a social platform or the contact forms of third parties.</p><div><h3>Please include</h3><ul><li>What you found, and where (the page, URL or record).</li><li>Steps to reproduce it, and any proof of concept.</li><li>The impact you believe it has.</li><li>How you would like to be credited, or that you prefer not to be.</li></ul></div><p>A report that is incomplete is still welcome. We will ask for what is missing.</p></section><section id="rules"><h2><small>05</small>Rules for research<a href="#rules">#</a></h2><p>These rules define what is authorised. Staying inside them is what brings you under the protection in Section 7.</p><ul><li>Test only against your own data and accounts, and stop as soon as you have shown the issue. Do not go on to see how far it reaches.</li><li>Do not access, change, copy or delete other people’s data, or the registry’s. If you reach personal data by accident, stop, do not keep or share it, and tell us.</li><li>Do not run automated vulnerability scanners, fuzzers, exploit tools or load tests, at any volume, without written permission from the Security Office. Observe the site as an ordinary visitor and with your browser’s own tools.</li><li>Do not go beyond proving that the weakness exists. Do not exploit it to read data, run code, change a record or reach another system.</li><li>Do not use a finding to demand payment or other advantage from us. A demand of that kind is extortion in many countries and takes you outside the safe harbour.</li><li>Keep the details private until we have fixed the issue, or until 90 days after your report, whichever is first. After that you may publish. If we have not fixed it by then, we ask that you tell us before you publish.</li><li>Follow the <a href="/acceptable-use">Acceptable Use Policy</a>.</li></ul></section><section id="response"><h2><small>06</small>Response timeline and process<a href="#response">#</a></h2><p>These are targets, not guarantees, because a fair promise is one we can keep. If we miss one, we will tell you why.</p><div><table><caption>Response targets</caption><thead><tr><th scope="col">Step</th><th scope="col">Target</th></tr></thead><tbody><tr><th scope="row">Acknowledge your report</th><td>Within 48 hours</td></tr><tr><th scope="row">Initial assessment and severity rating</th><td>Within 10 working days</td></tr><tr><th scope="row">Updates while we work</th><td>At least every 30 days</td></tr><tr><th scope="row">Fix, and tell you</th><td>As soon as is safe. Time depends on severity: critical issues first</td></tr><tr><th scope="row">Coordinated disclosure</th><td>We agree a date with you. We will not ask you to wait longer than is reasonable</td></tr><tr><th scope="row">Credit</th><td>If you wish, once the issue is fixed</td></tr></tbody></table></div><p>We will treat your report and identity as confidential and will not share your identity with a third party without your agreement, unless the law compels it.</p></section><section id="harbor"><h2><small>07</small>Safe harbour: what we promise and what we cannot<a href="#harbor">#</a></h2><p>If you act in good faith, stay in scope and follow the rules in Section 5, then in respect of your research we:</p><ul><li>consider it authorised access, so we will not treat it as unlawful access under the terms of the site or under the Acceptable Use Policy;</li><li>will not bring or support any civil or criminal action against you for it;</li><li>will say, if another party starts action over it, that you acted within these rules.</li></ul><div><h3>The limit of that promise</h3><p>We can bind only ourselves. We cannot waive the rights of other people, such as a provider whose system you touch, and we cannot stop a public prosecutor from acting under a criminal law. That is why the scope and rules matter.</p></div><aside><b>No bounty</b><div>We do not currently run a paid bug bounty. We thank researchers and, where they wish, credit them. Nothing in this page offers a reward.</div></aside></section><section id="measures"><h2><small>08</small>How we protect the site<a href="#measures">#</a></h2><p>Statements here are limited to what is true of the site today.</p><ul><li><b>Small surface.</b> The public site is a static front end that collects very little data and has no sign-in or payments, which keeps the exposed surface small.</li><li><b>Tamper evidence.</b> Registry records carry a verification hash, and the digital badge carries a decentralized identifier, so alteration can be detected by anyone who checks.</li><li><b>Data minimisation.</b> Personal data is limited to what is needed, as the <a href="/privacy">Privacy Policy</a> describes. Data we never collect cannot be lost.</li><li><b>On-device processing.</b> The eligibility guide runs in your browser; your answers do not reach our servers.</li></ul></section><section id="incidents"><h2><small>09</small>If something goes wrong<a href="#incidents">#</a></h2><p>If an incident affects personal data or the integrity of the registry, we will investigate, contain it, correct the record and notify those who must be told.</p><div><table><caption>Incident duties</caption><thead><tr><th scope="col">Who</th><th scope="col">When</th><th scope="col">Basis</th></tr></thead><tbody><tr><th scope="row">Supervisory authority (EU/UK)</th><td>Within 72 hours of becoming aware, if people are likely to be at risk</td><td>GDPR Art. 33</td></tr><tr><th scope="row">Affected people</th><td>Without undue delay, if the risk to them is high</td><td>GDPR Art. 34</td></tr><tr><th scope="row">Data Protection Board of India and affected people</th><td>As the DPDP rules require</td><td>DPDP Act, 2023, s. 8(6)</td></tr><tr><th scope="row">CERT-In (India)</th><td>Within 6 hours of noticing a reportable cyber incident</td><td>CERT-In directions under IT Act s. 70B</td></tr><tr><th scope="row">Registry users</th><td>A notice on the registry and verify pages if a record or hash has been affected</td><td>Our duty to keep the record trustworthy</td></tr></tbody></table></div><p>After an incident we will record what happened and what we changed. We keep that record so that the facts can be shown later.</p></section><section id="contact"><h2><small>10</small>Contact<a href="#contact">#</a></h2><p>Security reports go to <a href="mailto:security@iictp.org">security@iictp.org</a>. For privacy requests, write to <a href="mailto:privacy@iictp.org">privacy@iictp.org</a>. For legal notices, <a href="mailto:legal@iictp.org">legal@iictp.org</a>.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.11</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/trademarks"><small>Previous</small><b>Trademark and Brand Use</b></a><a href="/accessibility"><small>Next</small><b>Accessibility Statement<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item><item><title>Accessibility Statement &amp; Exam Accommodation Requests | IICTP</title><link>https://iictp.org/accessibility</link><guid isPermaLink="true">https://iictp.org/accessibility</guid><pubDate>Mon, 26 Oct 2026 09:36:55 GMT</pubDate><category>Legal</category><dc:creator>IICTP</dc:creator><description>Our commitment to ensuring the IICTP website and digital credential registry are accessible to everyone.</description><content:encoded><![CDATA[<link rel="preload" as="image" href="/src/assets/logo/iictp-logo-reversed.svg"/><!--$--><div><section><div><div><div><p><a href="/legal">Legal</a> · <!-- -->Accessibility</p><h1>Accessibility Statement</h1><p>Our commitment to ensuring the IICTP website and digital credential registry are accessible to everyone.</p><div><a href="/legal">All legal documents</a></div></div><figure><div><span>Document</span><span>LEGAL-ACCESSIBILITY</span></div><figcaption>Details</figcaption><dl><div><dt>Version</dt><dd>1.0</dd></div><div><dt>Last updated</dt><dd>21 October 2026</dd></div><div><dt>Owner</dt><dd>Accessibility Lead</dd></div><div><dt>Sections</dt><dd>10</dd></div></dl><div><span>IICTP</span><span>EN</span></div></figure></div></div></section><section><div><div><div><p>At a glance</p><h2>The short version.</h2></div><p>A plain summary. The full text below is what applies.</p></div><div><div><small>0<!-- -->1</small><h3>WCAG 2.2 AA target</h3><p>We design and test against the Web Content Accessibility Guidelines 2.2 Level AA standard.</p></div><div><small>0<!-- -->2</small><h3>Screen reader and keyboard tested</h3><p>Key user journeys are navigable using only keyboard and compatible with assistive technology.</p></div><div><small>0<!-- -->3</small><h3>Continuous audit</h3><p>We run automated and manual accessibility audits on all newly released pages and templates.</p></div><div><small>0<!-- -->4</small><h3>Feedback welcome</h3><p>If you encounter an accessibility barrier, email accessibility@iictp.org for assistance.</p></div></div></div></section><section><div><div><div><section id="commitment"><h2><small>01</small>Our commitment<a href="#commitment">#</a></h2><p>IICTP’s standard is for technical practitioners everywhere, including people who use assistive technology. We want the site and the exam information on it to be usable by as many people as possible, and we treat a barrier as a defect to be fixed, not a favour to be granted.</p></section><section id="law"><h2><small>02</small>Why this is a legal duty<a href="#law">#</a></h2><p>Accessibility is not only good practice. In many places it is required, and a statement like this one is evidence of what the organisation knew and promised. The laws below are the ones most likely to be relied on. We name them so that the standard we are measured against is clear.</p><div><table><caption>Laws and standards</caption><thead><tr><th scope="col">Source</th><th scope="col">What it requires or provides</th></tr></thead><tbody><tr><th scope="row">Rights of Persons with Disabilities Act, 2016 (India)</th><td>Requires accessibility of information and communication technology, and prohibits discrimination on the ground of disability. Bodies serving the public are expected to meet the Government’s accessibility guidelines (GIGW) and standards</td></tr><tr><th scope="row">Americans with Disabilities Act (US), Titles II and III</th><td>US courts have applied the Act to websites of businesses open to the public. Claims are made on the basis of inaccessible sites</td></tr><tr><th scope="row">Equality Act 2010 (UK)</th><td>Requires reasonable adjustments so that disabled people are not put at a substantial disadvantage in using a service</td></tr><tr><th scope="row">European Accessibility Act (Directive 2019/882) and EN 301 549</th><td>Sets accessibility requirements for certain products and services, with EN 301 549 as the harmonised standard. It points to WCAG 2.1 AA as the web baseline</td></tr><tr><th scope="row">WCAG 2.2 (W3C, 2023)</th><td>The technical test we use. It has testable success criteria at levels A, AA and AAA, grouped as perceivable, operable, understandable and robust</td></tr><tr><th scope="row">UN Convention on the Rights of Persons with Disabilities, Art. 9</th><td>The international principle that access to information and communication technology is a right</td></tr></tbody></table></div><aside><b>Our standard</b><div>We aim to meet WCAG 2.2 AA, the highest common standard across the laws that apply.</div></aside></section><section id="standard"><h2><small>03</small>The standard we aim for<a href="#standard">#</a></h2><p>We are working towards conformance with WCAG 2.2 at level AA, which covers perceivable, operable, understandable and robust content.</p><div><h3>What conformance would and would not mean</h3><p>Conformance means that every page in scope passes every level A and AA success criterion, as tested by people and tools, for the combinations of browser and assistive technology we list. Partial conformance means some pages or criteria do not pass, and the failures are listed. We will use the exact term that is true. We will not say “fully accessible”, because no site can honestly claim that for every user.</p></div><aside><b>Status</b><div>The site is built to WCAG 2.2 AA. It has not had an independent audit, so we do not claim formal conformance. When it is audited, this statement will give the date, the auditor and the result.</div></aside></section><section id="built"><h2><small>04</small>What we have designed in<a href="#built">#</a></h2><p>These are design intentions that we are checking in the audit, not claims of conformance. Each row names the WCAG area it addresses so that it can be tested.</p><div><table><caption>Accessibility features</caption><thead><tr><th scope="col">Area</th><th scope="col">What we do</th><th scope="col">WCAG area</th></tr></thead><tbody><tr><th scope="row">Keyboard</th><td>Interactive elements are reachable by keyboard and show a visible focus ring</td><td>2.1.1 Keyboard; 2.4.7 Focus Visible; 2.4.11 Focus Not Obscured</td></tr><tr><th scope="row">Structure</th><td>Pages use headings and landmarks, and long documents have an “on this page” list</td><td>1.3.1 Info and Relationships; 2.4.1 Bypass Blocks; 2.4.6 Headings and Labels</td></tr><tr><th scope="row">Forms</th><td>Fields have labels, including labels that are read by screen readers but not shown</td><td>1.3.1; 3.3.2 Labels or Instructions; 4.1.2 Name, Role, Value</td></tr><tr><th scope="row">Colour and contrast</th><td>Text colours are chosen for contrast, with separate light and dark themes</td><td>1.4.3 Contrast (Minimum); 1.4.11 Non-text Contrast</td></tr><tr><th scope="row">Motion</th><td>Animations are reduced for people who ask their device to reduce motion</td><td>2.3.3 Animation from Interactions; 2.2.2 Pause, Stop, Hide</td></tr><tr><th scope="row">Text size</th><td>Pages are designed to reflow and remain readable when text is enlarged</td><td>1.4.4 Resize Text; 1.4.10 Reflow</td></tr><tr><th scope="row">Images and icons</th><td>Decorative graphics are hidden from assistive technology, and meaningful ones have text alternatives</td><td>1.1.1 Non-text Content</td></tr><tr><th scope="row">Print</th><td>Each legal document can be printed or saved as PDF from the page</td><td>1.4.8 guidance; supports alternative access</td></tr></tbody></table></div></section><section id="limits"><h2><small>05</small>Known limitations<a href="#limits">#</a></h2><p>We will list known issues here once the audit is done, with a note of when each will be fixed. Stating a known failure is better than hiding it: it lets you plan around it and shows we are acting. Areas we are checking first include:</p><ul><li>the animated contour and plate graphics on page headers (WCAG 2.2.2, 2.3.3);</li><li>the header menus, which open on hover and on click (1.4.13 Content on Hover or Focus, 2.1.1);</li><li>data tables, which can be wide on small screens (1.4.10 Reflow);</li><li>drag or pointer-only actions, if any are found (2.5.7 Dragging Movements, 2.5.8 Target Size);</li><li>PDF or downloadable documents, none of which are published yet.</li></ul></section><section id="alternatives"><h2><small>06</small>If you cannot use something<a href="#alternatives">#</a></h2><p>If a part of the site is not accessible to you, we will provide the same information or service another way, such as by email, in another format, or with help from a person. Ask at <a href="mailto:accessibility@iictp.org">accessibility@iictp.org</a>. You are not required to explain or prove your reason, and you will not be charged.</p></section><section id="exams"><h2><small>07</small>Exams and adjustments<a href="#exams">#</a></h2><p>Exams are invigilated. If you need an adjustment, such as extra time, a different format, a screen reader or other assistive technology, ask when you apply. A request for an adjustment is treated as confidential, is used only to arrange the adjustment, and does not count against you. A senior member of staff decides, normally within 48 hours. We ask only for the evidence needed to arrange the adjustment.</p></section><section id="feedback"><h2><small>08</small>Feedback and contact information<a href="#feedback">#</a></h2><div><h3>How</h3><p>Email <a href="mailto:accessibility@iictp.org">accessibility@iictp.org</a> and tell us the page, what you were trying to do, what got in the way, and the browser or assistive technology you use. You do not need to explain your reasons or use technical terms. A report in any form is accepted.</p></div><div><h3>What to expect</h3><ol><li>We aim to acknowledge you within 48 hours.</li><li>We offer another way to get the information or service you need straight away, as set out in Section 6.</li><li>We give you a date for a fix where one is needed, and tell you if it slips.</li><li>We keep a record of the report and of what we did, so that a pattern can be seen and the outcome shown.</li></ol></div></section><section id="complaints"><h2><small>09</small>If you are not satisfied: escalation<a href="#complaints">#</a></h2><ol><li><b>Ask for review.</b> Write to us again and ask for the reply to be reviewed by a senior person who was not involved. We aim to answer in 15 working days.</li><li><b>Go to the regulator or equality body.</b> You may contact the body for your country.</li><li><b>Legal remedy.</b> You may have a right to bring a claim in court or before a tribunal. Nothing in this statement limits that right, and it is not a waiver of any claim.</li></ol></section><section id="technical"><h2><small>10</small>Technical details<a href="#technical">#</a></h2><div><table><caption>Technical specification</caption><thead><tr><th scope="col">Item</th><th scope="col">Detail</th></tr></thead><tbody><tr><th scope="row">Technologies relied on</th><td>HTML, CSS, JavaScript and WAI-ARIA</td></tr><tr><th scope="row">Conformance target</th><td>WCAG 2.2, level AA</td></tr><tr><th scope="row">Browsers and assistive technology</th><td>Current Chrome, Firefox, Safari and Edge. We aim to work with screen readers such as NVDA, VoiceOver and TalkBack</td></tr><tr><th scope="row">Evaluation method</th><td>Manual checks and automated tools against the WCAG success criteria. No independent audit has been done yet</td></tr><tr><th scope="row">Pages in scope</th><td>All public pages</td></tr><tr><th scope="row">Last reviewed</th><td>16 October 2026</td></tr><tr><th scope="row">Statement prepared</th><td>16 October 2026</td></tr></tbody></table></div><p>This statement should be read with the <a href="/terms">Terms and Conditions</a>, which do not reduce any right in it.</p></section><section id="history"><h2><small>↺</small>Version history</h2><div><table><caption>Version history</caption><thead><tr><th scope="col">Version</th><th scope="col">Date</th><th scope="col">Change</th></tr></thead><tbody><tr><th scope="row">1.0</th><td>21 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.10</th><td>16 October 2026</td><td>First published.</td></tr><tr><th scope="row">0.9</th><td>16 October 2026</td><td>First published.</td></tr></tbody></table></div></section></div></div></div></section><section><div><div><a href="/security"><small>Previous</small><b>Security and Vulnerability Reporting</b></a><a href="/privacy"><small>Next</small><b>Privacy Policy<span></span></b></a></div></div></section></div><!--/$-->]]></content:encoded></item></channel></rss>
