Emilio Escobar, CISO at Datadog, explains why security teams must leverage AI defensively, how feedback loops are critical to improving AI agents and why integrating observability with security is becoming foundational to protecting AI-native development environments. With RSA Conference on the horizon, Escobar also outlines how organizations can prepare for the next wave of AI-driven risk.