The promise of static application security testing (SAST) has always been the “shift-left” dream, catching vulnerabilities before they ever hit production. But for too long, that promise has been undermined by a frustrating reality with an overwhelming volume of alerts and high false-positive rates. This noise can lead to alert fatigue, wasted developer time and










