Software quietly runs the systems we rely on—our banks, logistics, communication, and cars. But for many AppSec teams, that software is a tangle of disconnected alerts and late-breaking vulnerabilities. The shift-left movement wasn’t supposed to add noise—it was supposed to make security part of how we build. Now, with liability rising and complexity accelerating, that promise needs to become practice.