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I Let AI Plan 170 Changes. It Made the Same 3 Mistakes Every Time.

This story is from 2026-09-17. It is preserved in the archive; the latest stories are on the live feed.

Everyone is arguing about which model plans best. I ran 170 goals and found out the model was never the variable. The plan was. I built a small engine called PlannerCritic : one LLM writes a plan, a second LLM reviews it, and a set of deterministic gates decides whether it's allowed to move forward…

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  1. 2026-09-17 03:59 · DEV Community — AI
    I Let AI Plan 170 Changes. It Made the Same 3 Mistakes Every Time.

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