PacktPublishing/AI-Agents-on-AWS ? reverse-engineered prompt

Build me a hands on learning project about AI agents on AWS, split into seven chapter folders like a workshop. I want each chapter to be a clear Jupyter notebook example that teaches something useful, starting with a simple hello world agent, then adding tools, memory, more advanced agent patterns, MCP and agent to agent communication, deployment to AWS, and finally evaluation, tracing, guardrails, and policy. Use AWS services like Bedrock and AgentCore, and make the notebooks easy to run with their own setup instructions and requirements files.

Please include example code that actually works, simple explanations in the notebooks, and small demos that show the output a user should expect. If there are any current AWS or SDK details that matter, look them up online and use the latest approach. Make it polished enough that someone could clone the repo, install the dependencies for one chapter at a time, and follow along without getting lost.