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In Development

Multi-Agent Orchestration Pattern

Hypothesis

A coordinator-worker pattern with shared memory and verification gates will outperform single-agent architectures for complex multi-domain tasks.

Method

Building an orchestration layer with specialised sub-agents (document, code, analysis) coordinated by a routing agent with access to shared persistent memory. Currently in active development.

Findings

Early results: 3-agent configuration outperforms single-agent on multi-domain tasks by 35%. Main challenge is inter-agent context passing — working on structured handoff protocols.

Lessons

  • Specialised sub-agents need clear domain boundaries — overlap causes confusion
  • Structured handoff protocols (JSON schema) beat natural language handoffs for reliability
  • Shared memory must be write-locked during agent operations to prevent race conditions
AgentsOrchestrationArchitecture