This startup leverages advanced AI agents, similar to those used to find blockchain smart contract exploits, to proactively identify vulnerabilities in open-source software and LLMs. It will offer a service that continuously scans public code repositories and model weights for potential security flaws, providing early warnings and remediation suggestions to developers and organizations before exploits can be weaponized. This addresses the growing need for security in rapidly evolving AI and open-source landscapes.