How engineers look at an environments performance has always been the same; look at logs/traces/metrics and hope that something pops out at you to fix a problem. This involves "putting out fires" under serious pressure.

The same rules will apply in the world of agentic infrastructure except now, instead of looking at a standard environment or application, engineers will be combing through API calls and Token limits.

This session will showcase how to reinvent the way we look at performance optimization and observability within environments using kagent, an open-source tool designed to run AI Agents declaratively and natively on Kubernetes.