| Website | microsoft.github.io/autogen/ |
| Category | AI / Multi-Agent Framework |
| License | MIT (open source) |
| Pricing | Free (open source) |
Overview
AutoGen by Microsoft enables multi-agent conversations. Define agents, let them collaborate through dialogue. Build complex AI workflows as conversations.
Pros
- MIT license
- Multi-agent conversation model
- Code execution capability
- Human-in-the-loop
- Flexible agent definition
- Active development (Microsoft)
Cons
- Complex for simple tasks
- Token costs with conversations
- Debugging multi-agent flows difficult
- Breaking changes between versions
- Documentation lagging development
Verdict
AutoGen's conversation-based approach to multi-agent AI is elegant: agents communicate through dialogue, each contributing their expertise. A coding agent writes code, a critic reviews it, a planner coordinates — all through structured conversation. For teams building AI workflows that require multiple perspectives or iterative refinement, AutoGen provides the framework.