Monitor on-premises and multi-cloud AI agents with AgentCore Observability
TL;DR
Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines. This walkthrough uses the AWS Distro for OpenTelemetry (ADOT) and IAM credentials to route session traces, span metrics, and token usage to the same AgentCore Observability dashboard.
Nauti's Take
Run the first practical test with an agent outside AWS and real token costs: verify that ADOT captures the spans you actually need and that IAM access fits your operating model. For production multi-cloud deployments, validate data residency, added AWS operational overhead, and whether metrics remain comparable across environments.
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