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It seems pretty well-accepted that AI coding tools struggle with real production codebases. At AI Engineer 2025 in June, The Stanford study on AI's impact on developer productivity found: A lot of the ""extra code"" shipped by AI tools ends up just reworking the slop that was shipped last week. Coding agents are great for new projects or small ...
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