If you're exploring agent frameworks, here's one worth trying. CrewAI lets you coordinate multiple AI agents like a team. Docker Compose lets you run that system locally with a single command. In this short walkthrough, we show what it looks like to spin up CrewAI from Docker’s compose-for-agents repo, trace how the agents and tools connect, and break down the YAML so you can adapt it to your own workflows. Whether you're testing locally or preparing for cloud-scale deployment, this gives you a