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New in Amazon Bedrock AgentCore: Build agents with broader knowledge and continuous learning

AWS Machine Learning Blog · Jun 17, 2026 · Product Launches

AWS adds knowledge access, observability, and governance capabilities to Amazon Bedrock AgentCore for production agents.

“A capable model is only the starting point. What makes an agent perform in production is access to everything it needs to do the full job: the right knowledge, the resources to act, and the feedback loops to keep improving.”

AWS announced new Amazon Bedrock AgentCore capabilities that give agents native access to organizational, web, and paid knowledge layers, plus production observability and scalable governance controls. It matters because it targets the core enterprise agent gap—context, feedback, and governance—rather than raw model intelligence, lowering the engineering cost of deploying reliable production agents.

aws bedrock ai-agents rag enterprise-ai

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