Build a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances

AWS Machine LearningSeptember 30, 2026en

Amazon Bedrock AgentCore Runtime Instances gives multi-agent workflows AWS managed EC2 infrastructure with GPUs, persistent volumes, and multi-day sessions. In this post, we deploy a three-agent music production pipeline where the agents colocate on one GPU instance, share a filesystem, and hand work to each other to produce a finished track.

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