* [Semgrep v1.156.0](https://github.com/semgrep/semgrep) – Fast static analysis tool that searches code for bugs and enforces coding standards.

* [MEDUSA v2026.4.0](https://github.com/Pantheon-Security/medusa) – AI-first security scanner providing 3,000+ detection patterns, 430 false-positive filters, and 133 CVE detections for AI/ML, agents, and LLM applications.