Microsoft deploys MDASH agent harness across codebases

AI finding vulnerabilities faster than human teams can audit code is a double-edged sword that bolsters security while risking massive enterprise patch fatigue. Adversarial agentic debate directly solves the static analysis false-positive dilemma by pitting model cohorts against each other over reachability and exploitability. Furthermore, closing the loop between flaw discovery and automated patch generation dramatically shrinks the window of exposure, but enterprise IT operations will struggle to keep pace with higher patch volumes unless autonomous deployment and regression testing mature at the same rate.