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What's the right way to orchestrate multiple specialised agents that need to collaborate?

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What's the right way to orchestrate multiple specialised agents that need to collaborate?

ML Architect · Automation platform·Asked Mar 14, 2026·162 views

We've broken a complex workflow into specialised agents: planner, retriever, coder, critic. The problem is handoffs — context is lost between agents, errors in one agent compound in the next, and debugging a multi-agent trace is a nightmare. Are teams using a shared memory bus, a supervisor model, or something else? How do you decide when to use one general-purpose agent vs. a pipeline of specialists?

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