AWS introduced a new Amazon Bedrock AgentCore runtime for production agents that run for long periods or are triggered by events. The runtime reclaims memory when a session no longer needs it, reducing the gap between peak allocation and actual usage, and AWS says cold-start times remain consistent across container sizes and concurrency levels. Session isolation, scale-to-zero, and usage-based billing remain part of the platform, while results depend on each workload.

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