Capsule Security is addressing emerging AI security risks by monitoring agent behavior to prevent unauthorized or harmful actions. The company’s open-source Claw Guard project is designed to evaluate agent decisions in real time to prevent sensitive data leaks and external exploitation, while encouraging community collaboration to strengthen AI operational security.