---
title: "Building agentic workflows with SageMaker AI and Bedrock AgentCore"
slug: "multi-agent-workflows-mit-sagemaker-ai-und-bedrock-agentcore-bauen"
date: 2026-08-14
category: tech-pub
tags: [openai, agents, amazon]
language: en
sources_count: 1
featured: false
publisher: AInauten News
url: https://news.ainauten.com/en/story/multi-agent-workflows-mit-sagemaker-ai-und-bedrock-agentcore-bauen
---

# Building agentic workflows with SageMaker AI and Bedrock AgentCore

**Published**: 2026-08-14 | **Category**: tech-pub | **Sources**: 1

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## TL;DR

Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.

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## Summary

Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job. This post also shows how to get token-level observability from SageMaker endpoints that Strands Agents does not instrument by default.

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## Why it matters

Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.

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## Key Points

- Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.
- This post also shows how to get token-level observability from SageMaker endpoints that Strands Agents does not instrument by default.

---

## Nauti's Take

The interesting part is less the architecture than the cost logic: picking the right model per agent beats the one-model-for-everything approach on price. The catch is lock-in, since wiring AgentCore to SageMaker puts a team deep inside the AWS stack. Shops already running on AWS get a solid blueprint here, everyone else should check portability first.

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## FAQ

**Q:** What is Building agentic workflows with SageMaker AI and Bedrock AgentCore about?

**A:** Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.

**Q:** Why does it matter?

**A:** Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.

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

**A:** Learn how to combine OpenAI-compatible endpoints on Amazon SageMaker AI with Amazon Bedrock AgentCore runtime to build a multi-agent workflow where each specialized agent uses the model best suited to its job.. This post also shows how to get token-level observability from SageMaker endpoints that Strands Agents does not instrument by default.

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## Related Topics

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

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## Sources

- [Building agentic workflows with SageMaker AI and Bedrock AgentCore](https://aws.amazon.com/blogs/machine-learning/building-agentic-workflows-with-sagemaker-ai-and-bedrock-agentcore/) - 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*