AutoFyn

AutoFyn is a long-horizon agent designed to find vulnerabilities in software by utilizing a clean context and verifiable feedback mechanism. It operates by proposing exploits against live systems, ensuring objective outcomes that enhance its learning through expert iteration across multiple domains, including security audits and mathematical research. Notable features include its ability to conduct thorough security audits on popular repositories, yielding significant vulnerability reports, and effectively managing context to avoid the pitfalls of accumulating errors.