# Amazon — Migrating multi-model AI agents to Amazon Bedrock AgentCore runtime

- Company: Amazon (amazon.com)
- Announced: 2026-09-18T15:38:53+00:00
- Category: developer-tool-release
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/migrating-multi-model-ai-agents-to-amazon-bedrock-agentcore-runtime/
- Record: https://forck.live/items/12209-migrating-multi-model-ai-agents-to-amazon-bedrock-agentcore-runtime
- Subject: Bedrock / Nova
- Models affected: Llama 3.1 70B Instruct

Amazon published a guide demonstrating how to migrate multi-model AI agents from self-managed infrastructure to Amazon Bedrock AgentCore runtime. The example migrates a healthcare agent that orchestrates across three model backends—including Llama 3.1 70B Instruct on Amazon Bedrock and BioM-ELECTRA-Large-SQuAD2 on Amazon SageMaker—while preserving agent logic and vector-enhanced knowledge retrieval, with AgentCore runtime handling container lifecycle, scaling, identity, and observability.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/migrating-multi-model-ai-agents-to-amazon-bedrock-agentcore-runtime/:

> AgentCore runtime, its managed deployment capability, handles container lifecycle, scaling, identity, and observability, so you can focus on your agent code.

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Record: https://forck.live/items/12209-migrating-multi-model-ai-agents-to-amazon-bedrock-agentcore-runtime
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