VulnHunter

Capital One's agentic security tool that applies attacker-first analysis directly to source code: it reasons forward from attacker-accessible entry points to find exploitable defects, runs an adversarial falsification pass to discard weak findings, and proposes evidence-backed fixes with independent verification. Ships as hunt, fix and verify skills plus a Python runtime agent and benchmarking harness.