Multi-Agent Orchestration with Bedrock AgentCore

I’ve been experimenting with orchestrating multiple agents within a single Amazon Bedrock AgentCore harness. The concept of a triage agent routing to specialists, all sharing a customer’s memory, seems powerful. Has anyone else implemented a similar architecture, and what were the biggest challenges you faced?

What the source supports

The source describes a multi-agent system built on Amazon Bedrock AgentCore, featuring a triage agent that routes customer questions to three specialists (computation, guidance, investigation) that share a single memory per customer.

Why it matters

This article expands on the source by providing a structured guide on the architecture, implementation steps, and practical considerations for building such a system, distinguishing it from a simple feature announcement.

Key takeaways

  • A single Amazon Bedrock AgentCore harness can host multiple specialized agents.
  • Agents can be assigned specific roles, such as computation, guidance lookup, or investigation.
  • Shared memory per customer ensures agents do not repeat information.
  • A triage agent is essential for routing complex queries to the right specialist.

Questions for the community

  1. How do you handle edge cases where the triage agent might misclassify a query?
  2. What strategies have you used to monitor the performance and accuracy of each individual agent in the team?

Source

n8n team - n8n Blog