Autonomous Vulnerability Research
Our AI agents autonomously audit, find, and exploit vulnerabilities across major production software — from desktop applications and embedded systems to cloud infrastructure and web platforms. Every finding undergoes rigorous human-in-the-loop verification before disclosure. This approach has uncovered critical CVEs in QEMU, Blender, ForgeCode, Nextcloud, radare2, and Godot, with more in progress.