LLM Powered Agents with Kubernetes - Building Intelligent Systems for Deployment Management

Watch a 25-minute conference talk exploring how to build LLM systems that can modify Kubernetes deployments using live telemetry data streams. Discover why traditional LLMs alone are insufficient due to outdated training data and hallucination risks, and learn about the power of Agents - a framework that combines LLM reasoning with specialized tools like calculators, web scrapers, and domain knowledge extractors. Follow along with a practical demonstration showcasing Kubernetes services and Podman containerization techniques that enable agent workflows. Gain insights into how a Kubernetes-based agent framework can enhance LLM capabilities while providing scalable, autonomous solutions for next-generation intelligent systems.