AI article

Design for Churn

Community description: The biggest design shift of the AI era isn’t about who writes the code. It’s about how long the code...

Dev.to | Oct 14, 2026 | Ben Halpern

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Microsoft researchers showed years ago that relative code churn predicts defect density. The instinct runs deep: code that keeps changing is code that was wrong. Unplanned churn in load-bearing places is.

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