H-10Hierarchical Agent
A manager agent decomposes the goal and delegates to specialized workers, integrating their reports.
Further reading
- How we built our multi-agent research system Anthropic Engineering, 2025
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Wu et al., 2023
- Why Do Multi-Agent LLM Systems Fail? Cemri et al., 2025