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Automation Bias in AI-Generated Code Review: Why Clean Code Still Ships Broken

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

TL;DR Automation bias turns visual polish into a proxy for correctness, and AI output is polished by default, so plausible code slips past review that messy code wouldn’t . The failure is deferred : happy-path logic passes locally while concurrency, resource, and edge-case failures surface later, i…

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  1. 2026-10-19 14:01 · DEV Community — AI
    Automation Bias in AI-Generated Code Review: Why Clean Code Still Ships Broken

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