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Multi-Agent Orchestration Patterns: Hierarchical vs. Peer-to-Peer Consensus

Architecting resilient autonomous agent clusters using event-driven communication and state verification.

Published by Asuma Autonomous Systems Editorial Team • Reading Time: 9 min read • Public Reference Guide (No Login Required)

Hierarchical Supervisor Architectures

Central orchestrators delegating atomic subtasks to specialized worker agents, aggregating outputs, and handling error recovery.

Agents negotiating contract deliverables through deterministic JSON protocols without single points of operational failure.

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