Cluster Operations as a Service: Introducing LLM-Backed Controllers

Explore the revolutionary world of cluster operations in this conference talk that introduces LLM-backed controllers for Kubernetes. Discover how natural language interactions can simplify deploying, scaling, and managing clusters. Learn about the development of an open-source controller that bridges Large Language Models (LLMs) and Kubernetes Operators. Delve into innovative use cases, including workload deployment using natural language, chaos scenario simulations and recovery, dry runs for Kubernetes upgrades, security vulnerability scanning and mitigation, and fine-tuning LLM recommendations based on human feedback. Gain insights into how this technology can streamline cluster management, enhance security, and improve disaster recovery processes in cloud-native environments.

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