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
Agents Working Together › When to Use Multiple AgentsOne section · Sections in this chapter7 / 10 ↓
Sections in this chapter10
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.