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Agent Architectureยท6 min read

When You Actually Need Multi-Agent Systems

Most problems don't need a swarm. Here's how to tell when they do.

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When You Actually Need Multi-Agent Systems

The honest answer: less often than the demos suggest.

A single agent is enough when

  • The task has one clear goal.
  • The tools fit in one context window.
  • You can describe the success criteria in a paragraph.

You probably want multiple agents when

  • The roles are genuinely different (researcher vs. writer vs. critic).
  • You need parallelism for speed.
  • The system must keep working when one agent fails.

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