Advanced
Agentic
Vulnerability
Hunting

We are dedicated to developing AI agents that identify security bugs in open and closed source software. Every bug is triaged by a human to ensure each one is legitimate and reproducible.

Vulnerabilities disclosed to
yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord yt-dlp logo yt-dlp Automattic logo Automattic pwn.college logo pwn.college YoastSEO logo YoastSEO Pods Framework logo Pods Framework Google logo Google Discord logo Discord

The
Black Box Problem

AI is generally not very good at auditing environments without access to all the source code. We have been tackling this problem over the last few months by using a custom approach to provide LLMs human-like context so they can gain a different kind of intuition in these environments, explicitly putting emphasis on reconnaissance as it is without a doubt the most important part of black box hacking. Beta testing for our system is starting soon.