Coding at work (after a decade away).

A CTO who hadn't coded at work for a decade returned to hands-on programming after joining a 50-engineer team, completing 104 pull requests in six months by leveraging AI tools like Claude Code between meetings. These AI assistants transformed manager coding by enabling meaningful contributions in small time chunks, allowing him to tackle technical debt and strategic projects while avoiding interference with his team's critical work.