For senior engineers planning a cert
AI certification exam guide: CCA-F and AWS AIP-C01, domain by domain
The two cert exams worth a senior engineer's time in 2026 are Anthropic's CCA-F and AWS AIP-C01. Below are their confirmed blueprints — domains, weights, pass marks, and format — taken straight from the official exam guides, so you can aim your prep at where the marks actually are.
This is the factual blueprint. For the opinionated "is it worth it / what's the ROI" take, see which AI certifications are worth it.
Anthropic CCA-F
The Claude Certified Architect – Foundations (CCA-F) is Anthropic's official credential. The pass mark is 720 out of 1000 on a scaled score (range 100–1000). The format is scenario-based multiple choice — one correct answer of four — and you are presented with 4 of 6 scenarios.
| Domain | Weight |
|---|---|
| D1 — Agentic Architecture & Orchestration | 27% |
| D2 — Tool Design & MCP Integration | 18% |
| D3 — Claude Code Configuration & Workflows | 20% |
| D4 — Prompt Engineering & Structured Output | 20% |
| D5 — Context Management & Reliability | 15% |
The scenario structure matters for how you prep: you sit 4 of 6 scenarios, each a situation you reason through rather than an isolated trivia recall. The domain weights are confirmed against the official exam guide.
Caveat on figures: the widely-cited 60-question / 120-minute numbers are third-party-reported — they are not stated in Anthropic's official exam guide. Treat the pass mark, format, and domain weights above as authoritative; treat the question count and time limit as indicative only.
AWS AIP-C01
The AWS Certified Generative AI Developer – Professional (AIP-C01) is an official AWS exam. The pass mark is 750 out of 1000. It has 65 scored plus 10 unscored questions, in a mix of multiple choice and multiple response formats.
| Domain | Weight |
|---|---|
| D1 — Foundation Model Integration, Data Management, and Compliance | 31% |
| D2 — Implementation and Integration | 26% |
| D3 — AI Safety, Security, and Governance | 20% |
| D4 — Operational Efficiency and Optimization for GenAI Applications | 12% |
| D5 — Testing, Validation, and Troubleshooting | 11% |
The Cloudflare reality
As of 2026 there is no official Cloudflare AI or Workers certification. Cloudflare's formal certifications are security-focused. If you see a "Cloudflare AI cert" presented as an industry credential, it isn't one — there is no official exam to point to.
How to study for each
Map study time to the weights — the blueprint is the syllabus.
- CCA-F: D1 Agentic Architecture & Orchestration (27%) and D3 Claude Code Configuration & Workflows (20%) are the heaviest, with D4 Prompt Engineering & Structured Output (20%) right behind. Spend the bulk of your prep there; D5 Context Management & Reliability (15%) is the lightest. Practice reasoning through scenarios, not memorizing facts — the exam is scenario-based.
- AIP-C01: D1 Foundation Model Integration, Data Management, and Compliance (31%) dominates — nearly a third of the exam — followed by D2 Implementation and Integration (26%). Together they are over half the marks. Treat D4 (12%) and D5 (11%) as the tail; cover them, but don't over-invest.
- Either exam: the weights tell you where a missed domain costs you most. A blind spot in a 31% or 27% domain is far more expensive than one in an 11% domain.
For the opinionated take — whether either cert is worth your time, and the ROI for your destination role — see which AI certifications are worth it for a senior engineer. This page is the blueprint; that one is the verdict.
Frequently asked
What is the CCA-F pass mark?
720 out of 1000 on a scaled score (range 100–1000). The format is scenario-based multiple choice — one correct of four — and you sit 4 of 6 scenarios.
Is AIP-C01 the same as the AWS AI Practitioner?
No. AIP-C01 is the AWS Certified Generative AI Developer – Professional (pass mark 750). The AWS Certified AI Practitioner is a different, foundational exam — code AIF-C01, pass mark 700. An experienced AWS engineer can usually skip AIF-C01 and go straight for AIP-C01.
Is there a Cloudflare AI certification?
No official one. As of 2026 Cloudflare's formal certifications are security-focused; there is no official Cloudflare AI or Workers certification.
How many questions and how long is the CCA-F?
The pass mark (720/1000), format (scenario-based, 4 of 6), and domain weights come from Anthropic's official exam guide. The commonly-cited 60-question / 120-minute figures are third-party-reported and are not stated in the official guide — treat them as indicative only.
- Anthropic CCA-F official exam guide — pass mark, scenario-based format (4 of 6), and the five domain weights (27 / 18 / 20 / 20 / 15) are confirmed against it.
- AWS AIP-C01 official exam guide — pass mark, question structure (65 scored + 10 unscored, multiple choice and multiple response), and the five domain weights (31 / 26 / 20 / 12 / 11) are confirmed against it.
- AIF-C01 disambiguation: the AWS Certified AI Practitioner is a separate foundational exam (pass mark 700; domains 20 / 24 / 28 / 14 / 14).
Weights and pass marks here are confirmed against the official exam guides. The CCA-F 60-question / 120-minute figures are third-party-reported, not in the official guide. Exam details can change — confirm on the provider's exam page before you register. Corrections: hello@aiarch.dev.
Prep against the real blueprint, not a marketer's summary.
AI Architect Academy maps its curriculum to the CCA-F and AWS AIP-C01 domains — so your study time lands where the marks actually are, across Anthropic, AWS, and Cloudflare.
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