Closing the Code isn't the Way to Secure Your Software
Fight fire with fire. AI-driven security threats should be fought using AI as well.
Security testing has to become an automated, integral part of the CI/CD pipeline. When a developer opens a pull request, an AI agent should immediately attempt to exploit it. When infrastructure changes, an AI should autonomously validate the new attack surface. You do not beat automated attackers by turning off the lights; you beat them by running better automation on the inside.
Apr 16, 2026