Kubernetes has transformed container orchestration, but managing Kubernetes clusters and Internal Developer Platforms (IDPs) at scale remains a complex challenge for platform engineers. While ClusterAPI offers a declarative way to provision and operate clusters, it often brings complexity through verbose YAML and integration difficulties.

This talk introduces an AIOps-driven approach that leverages ClusterAPI, Sveltos, and templated automation to enable end-to-end lifecycle management—provisioning, upgrades, and teardown—across diverse environments.

Through a real-world, large-scale platform demo, we’ll explore intelligent multi-cluster management, with enhanced observability, automated scaling, and proactive anomaly detection. Attendees will gain practical insights into building adaptive, resilient, and developer-friendly platform experiences on Kubernetes.