The Technical Infrastructure of Automated Debugging

PlayerZero built an AI immune system for software that continuously monitors application behavior and identifies anomalies. The approach differs from fully autonomous debugging by integrating context, systems thinking, and human judgment. Engineering leaders face the paradox of shipping faster while reducing defects without increasing headcount.