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AI Code Reviewers vs. Guardrail Engines: Where each fits

calendar_today October 7, 2026 person Kate Gooch domain earthly

An AI reviewer catches a standards violation. The author fixes it, and the PR merges. Next week, another team introduces the same problem in a different repository.

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