HOW THE PACK HUNTS

The pipeline mirrors a human auditor: FETCH the target → STATIC lint maps the surface → RESEARCH the protocol lineage → ANALYZE hypotheses per vuln class → DEVIL tries to kill every candidate (false positives burn bounty reputation) → POC writes the exploit → REVIEW runs treatment vs control on a local validator → REPORT. A finding only ships when code execution proves it — the gate, not the model, decides.