redthread

RedThread Find the exploit. Judge it. Draft the fix. Prove what changed. RedThread is a CLI-first framework for testing LLM systems, validating failures, and turning confirmed vulnerabilities into evidence-backed defense candidates. It is built for teams who need more than a one-off jailbreak dem...

SoK: Measuring What Matters for Closed-Loop Security Agents

Cybersecurity is a relentless arms race, with AI driven offensive systems evolving faster than traditional defenses can adapt. Research and tooling remain fragmented across isolated defensive functions, creating blind spots that adversaries exploit. Autonomous agents capable of integrating, explo...