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Building Multi-Agent Systems

2026-08-01 · 7 min read

Design patterns for coordinating specialised agents: supervisor, pipeline, debate, and approval-gated publishing.

Four dependable patterns

  • Supervisor — one router delegates to specialists
  • Pipeline — deterministic hand-off from node to node
  • Debate — parallel proposals scored by a judge node
  • Approval-gated — human checkpoint before publishing

Shared state is the contract

Design the state object first. Nodes that agree on a typed state are composable; nodes that pass free-form text are not.