Design & Systems

Craft still matters, but it’s about outcomes

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Craft still matters, but it’s about outcomes

Review At The End Because AI Erodes Quality Quietly

AI does not fail loudly. It fails by accretion, one plausible shortcut at a time, and the damage shows up in the codebase months later. GitClear analyzed 211 million changed lines from 2020 to 2024 and found the signature of that erosion.

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