Cloudflare outlines an eight-stage agent harness for vulnerability discovery

Eugene Yan shares Cloudflare's description of a vulnerability discovery harness that runs eight stages, from reconnaissance to report writing.

The pipeline uses about 50 concurrent agents to hunt for bugs, independent agents to try to disprove findings, and a trace step to confirm whether attacker input reaches each bug.

Reachable findings feed back into new hunt tasks before a report is written against a predefined schema.