Shannon

Shannon is a fully autonomous offensive-security agent that hunts for working exploits in web applications rather than theoretical findings. It reasons about a target the way a skilled penetration tester would, then proves the vulnerability by exploiting it. On the hint-free, source-aware XBOW benchmark it reaches a 96% success rate. It's the kind of tooling that makes a security engagement faster without making it shallower.