I built a production AI agent as a Honda service advisor. Then I read the textbook.

Shipping an LLM agent to real customers taught me one rule the hard way — the model classifies, code guarantees. Then I read AI Engineering and found out half of what I'd built already had names, and one big thing was missing.

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