Building your AI vulnerability harness, Part 1

Vulnerability scanners produce findings faster than manual triage can process them. Your developers ship more code with more dependencies, and the volume of candidate findings grows with it. Many findings a scanner produces are unlikely to be exploited. The ones that matter need to reach an engineer fast, with enough evidence that they can act immediately rather than repeat the analysis. The challenge is separating signal from noise at the speed your pipeline demands. This…