AI powered security tools promise to catch vulnerabilities before they ever reach production, but what happens when automation itself becomes the surface attack?

In this article I break down how Claude Security Code works, where it fails and how real world repos are shaping the threat landscape.

If you're building, securing of deploying AI assisted systems, this is essential reading.