Building the future of Google Kubernetes Engine (GKE) requires architecting the same agentic workflows we provide to our customers. Join this session to explore the internal architecture that underpins our solution for complex feature discovery, which uses proactive, autonomous agents. Discover how we build and scale these discovery agents on GKE, integrating real-time feedback loops and kernel-level isolation. We’ll deconstruct this GKE-on-GKE pattern, providing battle-tested insights for your own agentic infrastructure on Google Cloud. Leave with a reference architecture and blueprint for building your own autonomous, self-optimizing platforms.