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Same-Prompt Green Is Not a Gate: Five Eval Myths

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

Who wrote the tests that just passed today? I keep seeing the same broken eval loop. A model drafts the feature in one burst. Then it drafts a matching test file. Then both files go green on disk. Teams still call that a finished gate. Is that a real gate, or only a mirror? This is an eval problem,…

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  1. 2026-09-03 13:20 · DEV Community — AI
    Same-Prompt Green Is Not a Gate: Five Eval Myths

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