Engineering Autonomous Security Agents for Defense at Scale

Abstract

In this talk we move past the AI agent hype by sharing Google’s battle-tested engineering blueprint for deploying autonomous security agents to defend a global enterprise. It explores the technical realities of this transition, including evaluating non-deterministic AI behavior, choosing between agent architectures, and integrating autonomous entities into high-stakes threat detection workflows.