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AgentOps: Operationalize agentic AI at scale with Amazon Bedrock AgentCore

AWS Machine Learning Blog · Jun 01, 2026 · Engineering Insights

AWS introduces AgentOps practices on Bedrock AgentCore to operationalize agentic AI in production.

“That's where AgentOps comes in, the operational discipline for deploying, managing, and continuously improving AI agents in production.”

AWS published guidance on AgentOps, an operational discipline for running agentic AI in production, organized around four pillars (governance/security, build/operations, evaluation, observability) and implemented via Amazon Bedrock AgentCore. It signals the maturing industry shift from agent prototypes to production operations, but it is a vendor best-practices post rather than a major announcement.

agentops agentic-ai aws-bedrock mlops observability

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