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Stop Blaming the Model When Your Agent Repeats the Same Mistake

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Consider a typical coding-agent run. The model fixes an import error, the test suite passes, and the loop moves on to the next task. Twenty minutes later, a refactor reintroduces the exact same failure, and the agent approaches it as if it had never seen it. The model is not stupid; the loop is amn…

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  1. 2026-08-25 08:54 · DEV Community — AI
    Stop Blaming the Model When Your Agent Repeats the Same Mistake

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