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jawhny.cookevol. 04 — agentic systems

past
the prompt.

what software looks like when the prompt isn’t the whole product. agents, evals, retrieval, and the rest of the stack underneath.

agentic systems— eval-driven dev— context engineering— inference graphs— tool calling— sub-agents— mcp— retrieval— self-verifying codeagentic systems— eval-driven dev— context engineering— inference graphs— tool calling— sub-agents— mcp— retrieval— self-verifying code
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Raising AI: From Rules to Reasoningnew this week
Constitutional AIessay · 18 min

Raising AI: From Rules to Reasoning

How Anthropic's new 23,000-word constitution signals a fundamental shift in how we guide artificial intelligence

Jawhny Cooke
02/26/26
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