Intelligent Failure - Using AI To Push Your Cluster To the Brink

Learn to implement automated stress testing for Kubernetes clusters using AI-powered tools to continuously evaluate system resilience without risking production outages. Deploy a comprehensive testing framework combining Kagent and Kgateway as the control plane, Fortio for load generation, and Istio Ambient Mesh for enhanced observability to create intelligent, production-grade stress tests that adapt to your evolving infrastructure. Master the setup and operation of tools that act as an automated assistant, continuously probing your system to identify potential failure points before they impact users. Discover how to move beyond traditional one-time pre-production stress testing to establish a repeatable, low-effort system that keeps pace with your changing Kubernetes environment. Gain practical experience building resilient cloud-native applications through hands-on implementation of AI-driven chaos engineering principles that help you understand your system's breaking points in a controlled manner.