CODE QUALITY
3 items
3 posts
Blog
Clean Code Makes AI Agents 34% More Efficient - New ResearchA controlled study of 660 Claude Code trials shows clean codebases reduce token usage by 7-8% and file revisitations by 34%, while pass rates stay the same. Traditional maintainability principles still matter in the age of AI coding.
Blog
Does Code Cleanliness Affect AI Coding Agents?A new SonarSource study finds clean code doesn't boost agent pass rates - but it cuts token usage by 8% and file revisitations by 34%. Here's what that means for your codebase.
Blog
FrontierCode Benchmark Explained: Why AI Coding Quality Scores Are Wrong (And the Fix)SWE-Bench has an 81% false-positive problem. FrontierCode replaces it with mergeability as the metric - and the scores are sobering for every AI coding tool on the market.
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