Claude Code Security and the “AI AppSec” Moment That’s About to Rewire DevSecOps

Claude Code Security is sparking an “AI AppSec” shift: security review is starting to feel less like a bottleneck and more like an always-on teammate. When AI can flag vulnerabilities, explain risk, and suggest fixes inside the developer workflow, the real question becomes trust—how you govern it, verify it, and prove what changed. The winners won’t just have the best models; they’ll have the strongest permissions, policy gates, and audit-ready provenance.