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

AWS Machine Learning Blog · Sep 30, 2026 · Product Launches

AWS AgentCore Runtime Instances enable GPU-backed, 14-day multi-agent sessions on persistent EC2

“serverless sessions that cap at a few hours don't cut it”

Amazon Web Services launched AgentCore Runtime Instances, a new compute tier for Bedrock that supports up to 14-day sessions, GPU access, persistent EBS volumes, and colocation of multiple agents on a single EC2 instance. This directly addresses the infrastructure gap blocking complex multi-agent workflows that require shared context, shared filesystems, and long-running collaboration beyond the 8-hour serverless MicroVM cap. For teams moving from prototype single-agent systems to production multi-agent pipelines, this represents a meaningful shift in what managed cloud infrastructure can support.

aws multi-agent infrastructure bedrock agentcore gpu

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