Narrow “shift left” has failed at AI scale. Move from developer-led fixes to AppSec-managed automation that triages findings and delivers tested pull-request fixes so teams can safely manage AI-generated code ...

There are three things in life you can count on: death, taxes, and vulnerability backlogs.  Eliminating them has become a major thorn in the side of DevSecOps professionals because it’s not always ...