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Why your AI coding agent keeps breaking prod (and the 3-layer fix)

This story is from 2026-10-18. It is preserved in the archive; the latest stories are on the live feed.

Claude Code, Cursor and Codex are excellent at single steps. Production work is not a single step. Here is the arithmetic of why agents fall apart on real tasks, and the structure we use to run a small company's platform with agents without babysitting them. The symptom: brilliant in the demo, flak…

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  1. 2026-10-18 12:08 · DEV Community — AI
    Why your AI coding agent keeps breaking prod (and the 3-layer fix)

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