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An AI-Assisted Code Review Pipeline That Catches What Humans Skim Past

Human reviewers are excellent at judgment — is this the right abstraction, does this belong here, will the next person understand it — and terrible at attention. By line 400 of a diff, everyone is skimming. The bugs that ship are almost never the clever ones; they're the swallowed exception, the missing await , the loop that queries the database once per row. A good AI review pipeline is not a…

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