Overview
AI coding tools that perform security research workflows — threat modeling, vulnerability hunting, verification, and suggested patches — alongside traditional sast.
Timeline
- 2026-07-22/23: claude-security-plugin beta for claude-code (2026-07-24-anthropic-claude-security-docs)
- 2026-07: cisco-antares, vulnhunter, GitHub Copilot
/security-reviewcluster
Key Players
Analysis
Differentiation: session-local multi-agent scanners vs hosted enterprise monitors vs rule SAST. Human-applied patches remain the dominant trust model.