AutoGPT
Decomposes tasks into sub-goals, calling LLMs iteratively. High autonomy but prone to loops.
MetaGPT
Borrows software company org charts — multiple Agents play PM, architect, and engineer roles.
Comparison
| Feature | AutoGPT | MetaGPT |
|---|---|---|
| Autonomy | High | Medium |
| Structure | Low | High |
See Building AI Agent Workflows for hands-on implementation and AI Agent Research Status for research background.