Workshop Link: https://catalog.workshops.aws/ai-agents-on-eks/en-US Module 1: https://youtu.be/z1oVsxR-yXQ Module 2: https://youtu.be/s_JE_mylnSY You'll learn how to build, deploy, and operate AI agents on Amazon EKS. You'll do it twice: once with open-source components running entirely on your cluster, and once with AWS managed services plugged in. Same agent, different substrate. What you'll learn: Deploying LLMs on EKS using vLLM on AWS Inferentia chips Building AI agents with the Strands Agents SDK Observability using Langfuse hosted on EKS Memory management using Milvus (vector DB) and Amazon AgentCore Memory Agent tool access using MCP and AgentCore managed sandboxes Multi-agent interaction using the A2A protocol