Cluster Operations as a Service, Introducing LLM Backed Controllers. – Rajas Kakodkar & Amine Hilaly

Cluster Operations as a Service, Introducing LLM Backed Controllers. – Rajas Kakodkar, VMware & Amine Hilaly, AWS

Get ready for the cluster operations revolution! No more head-scratching over complex commands, say hello to natural conversations. Come and learn about a new generation of controllers that rocks the Large Language Model (LLM), letting you effortlessly deploy, scale and manage Kubernetes clusters with simple, chatty instructions. And guess what? It’s not just about smooth sailing. Brace yourself for security sleuthing and disaster simulation that’ll keep your clusters rock-solid. In this session, the speakers will explore the journey of building an OSS controller, bridging the two universes of LLMs and Kubernetes Operators. They will shed light on the novel use cases: – Deploy workloads and using natural language – Trigger unimaginable chaos scenarios and recover from them – Dry runs for Kubernetes upgrade scenarios for breaking changes with CRDs – Scan for a security hole in the cluster and help in mitigation – Fine tuning LLM recommendations based on continuous feedback from human

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