Agents Working Together › When to Use Multiple Agents

Michael BrenndoerferJuly 25, 20251 min read
AI Agent HandbookAll chapters
Part 10 of 15Multi-Agent Systems - Teamwork Among AIs
Chapter 27Agents Working Together › When to Use Multiple Agents
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Multi-agent systems are powerful, but they're not always the right choice. Here's how to decide:

Use multiple agents when:

  • Tasks have distinct, separable concerns (research vs. writing vs. editing)
  • Different parts need different tools or knowledge bases
  • You want parallel processing for speed
  • You need checks and balances (one agent generates, another reviews)
  • You're building a system that will grow and need new capabilities over time

Stick with a single agent when:

  • The task is straightforward and doesn't benefit from specialization
  • Coordination overhead would outweigh the benefits
  • You need the simplest possible solution
  • The task requires maintaining context that would be hard to share between agents

Think of it like deciding whether to work alone or form a team. For writing a quick email, you work alone. For producing a documentary, you need a team with different skills.