Monitor on-premises and multi-cloud AI agents with AgentCore Observability
AgentCore Observability now works anywhere: on-prem, multi-cloud, local dev machines. One dashboard for agents you don't fully control.
Why it matters
Agent observability is moving beyond AWS-native deployments. As agents spread across hybrid and multi-cloud environments, unified monitoring becomes operational necessity — this is infrastructure for the agent era.
The key facts
10 to knowAmazon Bedrock AgentCore Observability now supports on-premises agents
Supports multi-cloud: AWS, GCP, Azure, and developer machines
Uses AWS Distro for OpenTelemetry (ADOT) for trace routing
Integrates session traces, span metrics, and token usage into single dashboard
IAM credentials authentication model for cross-environment access
AgentCore Observability now supports on-premises and multi-cloud agent monitoring
Uses AWS Distro for OpenTelemetry (ADOT) and IAM credentials for credential routing
Centralizes session traces, span metrics, and token usage in single dashboard
Supports GCP, Azure, on-premises, and developer machines—not AWS-only
Published August 2026 (very recent feature announcement)
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: 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…