Mastering complex code: AI-assisted debugging strategies

2026-10-12

The author presents effective methods for debugging unfamiliar and intricate code, leveraging AI assistants. Three case studies demonstrate how human oversight, control groups, and precise signals are essential for maintaining accuracy in AI-driven workflows when addressing issues like latency regressions, memory leaks, and unresponsive daemons.