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Opinion: An AI Review You Can't Replay Is a Review You Can't Trust

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

Most teams treat AI review output like a chat message: read it, act on it, and forget it. The correct mental model is test output, which means it must be re-runnable, comparable, and archived. A review you cannot replay is a review you cannot audit, and an unauditable review is worse than none beca…

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  1. 2026-08-26 02:48 · DEV Community — AI
    Opinion: An AI Review You Can't Replay Is a Review You Can't Trust

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