AI use case

Speed up a large codebase with an overnight agent run

Engineers let an AI model work unattended for 11 hours on a 200,000-line open-source Python project, guided by a short goal and repo rule files. It proposed six speed-ups; people rejected four in review and shipped two, cutting one slow step by about 40%.