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:
Tool descriptions are how the model picks tools. Vague descriptions = wrong tool 12% of the time. Rewrite them like API docs.
Subagents don’t inherit context. You have to pass it explicitly in the prompt. Forget this and your multi-agent system silently breaks.
stop_reasonis your agent loop’s only reliable stop signal. Not text parsing. Not max iterations. Juststop_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.
Dunlop's Dev Log is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

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