Developers build security linters and verification tools for AI-generated code

Developers are building defensive tooling to catch vulnerabilities in AI-generated code, according to GitHub repositories and related coverage. Tools include VibeGuard, a security linter for AI code with SQL injection and hardcoded secrets detection; kveritas, which proves code execution without rerunning; and SlideOps for provenance tracking. The emergence reflects growing need for verification layers around agent-generated code.