---
title: "Monitor on-premises and multi-cloud AI agents with AgentCore Observability"
slug: "amazon-zeigt-observability-fuer-ai-agenten-ueber-on-premises-und-multi-cloud-umgebungen-hinweg"
date: 2026-08-13
category: tech-pub
tags: [agents, amazon, microsoft]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/amazon-zeigt-observability-fuer-ai-agenten-ueber-on-premises-und-multi-cloud-umgebungen-hinweg
---

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

**Published**: 2026-08-13 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines.

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## Summary

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.

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## Why it matters

Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines.

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## Key Points

- 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.

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## 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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## FAQ

**Q:** What is Monitor on-premises and multi-cloud AI agents with AgentCore Observability about?

**A:** Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines.

**Q:** Why does it matter?

**A:** Set up Amazon Bedrock AgentCore Observability for AI agents running outside AWS: on-premises, on GCP, on Azure, or on developer machines.

**Q:** What are the key takeaways?

**A:** 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.

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## Related Topics

- [agents](https://news.ainauten.com/en/tag/agents)
- [amazon](https://news.ainauten.com/en/tag/amazon)
- [microsoft](https://news.ainauten.com/en/tag/microsoft)

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## Sources

- [Monitor on-premises and multi-cloud AI agents with AgentCore Observability](https://aws.amazon.com/blogs/machine-learning/monitor-on-premises-and-multi-cloud-ai-agents-with-agentcore-observability/) - AWS Machine Learning Blog

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## About This Article

This article is a synthesis of 1 sources, curated and summarized by AInauten News. We aggregate AI news from trusted sources and provide bilingual (German/English) coverage.

**Publisher**: [AInauten](https://www.ainauten.com) | **Site**: [news.ainauten.com](https://news.ainauten.com)

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*Last Updated: 2026-08-14*