Dev Tools · 2h ago
Why an AI Code Review Bot Failed: Noise Broke Developer Trust
A team built an AI code review bot that added half a day to PR cycles and saw engagement drop to single digits. After 1,500 PRs, 65% of developers said it didn't help, with the worst performance on Swift and BrightScript. The bot's noisy output changed developer behavior, making them slower and more cautious.
Meridian48 take
The failure highlights a core product lesson: AI tools that add noise don't just fail to help—they actively harm productivity and trust.
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