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An AI Review Gate That Doesn't Flake: Hooks, Fixtures, and a Green-to-Merge Path

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

An AI review agent in CI is only worth the trouble if it fails loudly, flakes rarely, and never blocks a merge on vibes. This article walks through a pipeline design that does all three: a hook that fires on every pull request, a fixture suite that tests the reviewer before it reviews, and a severi…

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  1. 2026-08-26 11:24 · DEV Community — AI
    An AI Review Gate That Doesn't Flake: Hooks, Fixtures, and a Green-to-Merge Path

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