Complex projects require structured multi-agent systems, defining clear boundaries:
- Leader Agent: Decomposes user specifications, coordinates pipelines, routes data, and aggregates outputs.
- Sub-agents: Specialized sub-agents responsible for execution blocks (e.g., scrapers, editors, validators).
- Communication Channels: Implements structured queues, message routing, or shared disk directories to transfer intermediate states.
- Shared Memory: Establishes indexing structures so that sub-agents share context without inflating token counts.
References
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