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Monitor on-premises and multi-cloud AI agents with AgentCore Observability

AWS Machine Learning Blog · Aug 13, 2026 · Product Launches

AWS extends AgentCore Observability to monitor AI agents on any cloud or on-premises

Amazon Bedrock AgentCore Observability now supports telemetry from AI agents running outside AWS—including GCP, Azure, and on-premises—via AWS Distro for OpenTelemetry and SigV4-authenticated CloudWatch ingestion. This matters because it positions AWS as the central observability layer for multi-cloud AI agent deployments, not just native AWS workloads. The move signals AWS intent to capture monitoring mindshare regardless of where agents actually run.

AWS AgentCore observability multi-cloud AI agents OpenTelemetry on-premises

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