
Programming
Sep 5, 2026freeCodeCamp
AI, Patching, and Exposure Management: A Dev's Guide to Real Risk
AI is rapidly changing the game for software security, shrinking the window between vulnerability discovery and exploitation. This necessitates a shift from traditional patching based solely on severity scores to a more context-aware approach called exposure management. Developers need to understand how AI accelerates threats and learn to prioritize real risks by analyzing code reachability, dependency trees, and leveraging SBOMs, alongside implementing practical compensating controls and least privilege principles.
Read →