The first dedicated community for CCAF holders. Exam prep, salary data, job board, and architecture discussions — all in one place.
Whether you're studying, certified, or hiring — this is where the CCAF ecosystem lives.
Study guides, community tips, practice questions, and a study timeline written by people who passed. Everything you need — in one place.
Real compensation data from certified architects. Job board connecting CCAF holders with employers. The "State of CCAF" annual report.
Deep technical conversations on Claude agents, RAG, prompt engineering, and multi-model systems. Built for practitioners, not beginners.
Southeast Asia's fastest-growing AI certification community. Local study groups, Vietnam-specific opportunities, and events in your timezone.
Every major certification has a dominant community. AWS has r/AWSCertifications with 500K+ members. Google Cloud has its own ecosystem. CCAF has nothing — until today.
The first credible community that aggregates CCAF holders globally becomes the default. And defaults in certification ecosystems are nearly impossible to displace once established.
AWS went from zero to 300K certified in 5 years. CCAF will compress to roughly 3 years. The 6–12 month window to claim this position is real — and shrinking.
"You don't need permission from Anthropic to build this. Maarek never needed AWS's permission to become the dominant prep voice. You just need to be the most useful place for anyone who passed CCAF or wants to pass CCAF."
Pick the channel that fits how you work. All three are free. All three are live today.
The discussion hub. Every post is publicly indexed — great for exam questions, salary threads, and career discussions.
Real-time community. Drop in for a study session, get help on architecture questions, or just say hello.
The permanent knowledge base. Study guides, salary reports, employer directory, and the State of CCAF annual report.
Built by Dragongate AI from preparing 10+ engineers across Appcyclone and Exceltech for the CCAF exam in May 2026.
60 scenario-based questions, 120 minutes, scored on a 1,000-point scale. The working pass benchmark is ~700. This is not a theory test — every question presents a real-world situation requiring an architectural decision.
Read article → Exam PrepModels & Capabilities, Prompt Engineering, Agentic Tool Use, Safety & Responsible AI, API & Integration — each worth ~20%. Based on real assessment data from Dragongate AI's May 2026 cohort.
Read article → Case StudyDragongate's structured assessment identified the exact weak concepts. One engineer went from Near Ready to the top of a 10+ person cohort with 4–5 hours of targeted study. Here's what changed.
Read case study → Study GuideRLAIF naming, tool_use/tool_result block names, CAI two-phase process, all three rate limit dimensions (RPM/ITPM/OTPM), MCP's three primitive types. The precise gaps that appear most in real assessments.
Read article → ResourcesTowards AI's 60-question practice exam, CyberSkill's timed mock on the 1,000-point scale, CertStud, CertSafari, and Anthropic's official courses on GitHub. Ranked by closeness to the real exam format.
Read article →