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A push gate that quizzes you on your AI's code ships its own unresolved false negatives

This story is from 2026-10-24. It is preserved in the archive; the latest stories are on the live feed.

npm install -g sphinx-understand , then git push . Git stops on the branches you protected. A model that never saw your chat session reads the diff and asks you one question about what the change actually does. Get it wrong and it explains why, then asks a different scenario built from the same con…

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  1. 2026-10-24 00:15 · DEV Community — AI
    A push gate that quizzes you on your AI's code ships its own unresolved false negatives

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