How I Deployed CrewAI Multi-Agent Teams on Amazon Bedrock AgentCore Without Writing a Single Dockerfile

Building AI agents is exciting, but deploying them to production? That's where the real magic happens. Today we're diving deep into Amazon Bedrock AgentCore — AWS's serverless runtime for AI agents that eliminates all the infrastructure headaches.

the idea here is simple: you build your CrewAI multi-agent teams locally, test them thoroughly, and then deploy to AgentCore with the AgentCore CLI. No Dockerfiles, no scaling concerns, no operational overhead.

What makes this particularly interesting is how AgentCore bridges the gap between local development and production deployment.…