
The speed at which cyber adversaries transform a freshly disclosed vulnerability into a functional weapon has reached a point where human intervention alone can no longer keep pace. In the modern landscape of 2026, the transition from a security advisory to an active exploitation attempt is measured in hours, leaving organizations with a vanishingly small window to protect their infrastructure.










