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Coding With AI · Apr 20, 2026

Anthropic launched a Claude Certified Architect exam. Here's what actually matters.

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The free guide is better than most paid courses.

Anthropic quietly rolled out a Claude Certified Architect Foundations cert. It’s free for the first 5,000 partner network members.

I dug into the official exam guide. Here’s what stood out.

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The exam weights tell you where Anthropic thinks the skill gap is:

  • Agent architecture and orchestration: 27%

  • Claude Code configuration: 20%

  • Prompt engineering and structured output: 20%

  • Tool design and MCP: 18%

  • Context management and reliability: 15%

Not prompt tricks. Not API calls. Orchestration. How agents talk to each other, pass context, and fail safely.

The sharpest idea in the whole guide:

Hooks are deterministic. Prompts are probabilistic.

If your rule is “don’t refund over $500,” a prompt gives you ~95% compliance. A hook gives you 100%. Use hooks for policy. Use prompts for style. Most teams get this backwards.

Three other things worth stealing:

  1. Tool descriptions are how the model picks tools. Vague descriptions = wrong tool 12% of the time. Rewrite them like API docs.

  2. Subagents don’t inherit context. You have to pass it explicitly in the prompt. Forget this and your multi-agent system silently breaks.

  3. stop_reason is your agent loop’s only reliable stop signal. Not text parsing. Not max iterations. Just stop_reason.

My take:

Certs usually lag real practice by 2 years. This one doesn’t. It’s testing harness engineering, which is exactly what I’ve been doing at Popp and on my own builds.

Worth the $99 if you’re shipping with Claude. Worth reading the free guide either way.

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Dunlop's Dev Log is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

Read on alexdevdunlop.substack.com

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