Clean Code Saves Tokens: AI Agents Work 34% Faster on Tidy Repos
A controlled experiment with Claude Code shows clean code doesn’t boost pass rates, but cuts token usage by 7‑8% and slashes file revisits 34%. Teams that invest in refactoring still reap efficiency gains when using AI coding agents, so classic maintainability still matters in AI‑augmented development.