# Week 3: Building production ready AI Agents on Amazon EKS

> 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 clu…

- Web page: https://besa.techexpert.io/lesson/week3buildingproductionreadyaiagentsonamazoneks-eb209
- Program: [Agentic AI - POC to Production on AWS New Cohort ](https://besa.techexpert.io/program/self-paced-become-a-solutions-architect-agentic-ai-on-aws-3849.md)
- Access: Requires enrollment in Agentic AI - POC to Production on AWS [New Cohort] 
- Length: 1 h 10 min video
- Academy: BeSA Cloud Academy

## About this lesson

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

## Navigation

- Previous lesson: [Week 2: Building Agentic AI architectures with AWS Serverless](https://besa.techexpert.io/lesson/week2buildingagenticaiarchitectureswithawsserverless-9efe3.md)
- Next lesson: [Week 4: Design authentication, authorization, and logging logic in Agentic AI apps](https://besa.techexpert.io/lesson/week4designauthenticationauthorizationandlogginglogicinagenticaiapps-a8b06.md)