Mako: A Self-Evolving Operating System for Autonomous Web Exploitation

Mako is introduced as a Self-Evolving Agentic Operating System (SE-AOS) that extends exploit capabilities at runtime. It observes failures, synthesizes new capabilities, and integrates them back into itself. Developed within LaunchSafe, Mako serves as the core engine for autonomous security agents, achieving comprehensive coverage across various web application vulnerabilities. The system emphasizes the importance of capability over reasoning in autonomous exploitation.