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

Source: Amazon.com· Vipul Rajendra Gargav· August 13, 2026
Monitor on-premises and multi-cloud AI agents with AgentCore Observability
SynaBot summary

Amazon Bedrock AgentCore Observability now supports AI agents deployed outside AWS, including on-premises and other cloud platforms like GCP and Azure. This expansion allows for centralized monitoring of agent performance and behavior across diverse environments.

Key takeaways

  • Monitor AI agents running on-premises and in multi-cloud setups.
  • Centralize observability for agents built with frameworks like LangGraph and CrewAI.
  • Utilize AWS Distro for OpenTelemetry for trace and metric routing.
  • Gain insights into agent performance across all deployment locations.

Why it matters

Businesses integrating AI agents into their workflows can now gain unified visibility into performance, regardless of where these agents are hosted. This is crucial for troubleshooting, optimizing resource usage, and ensuring reliable operation of AI-powered business processes.

This story was reported by Amazon.com. Read the full original article:
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