Study: Clean code actually matters for AI coding agents

A controlled experiment found that code cleanliness—variable naming, structure, comments—measurably impacts how well AI agents complete coding tasks. For makers using AI tools to ship faster, this suggests investing in baseline code quality isn't just nice-to-have; it directly affects the quality of AI-assisted output.