orchestration-protocol

Multi-agent orchestration coordinates specialized agents by delegating tasks from a central orchestrator to domain experts. It establishes clear responsibility boundaries, enforces workflow gates, and manages conflict resolution to ensure accountability across complex software development processes.

To delegate tasks to specialized agents, assign work from the orchestrator while providing complete, self-contained context for each delegation. This avoids memory assumptions, ensuring agents like TestWriter or DomainModeler receive all necessary information to execute their specific domain tasks independently.

Workflow gates and domain veto mechanisms are needed when coordinating multiple specialized agents in complex software development. Gates enforce discipline before progression, while domain veto authority allows experts to reject design decisions that violate domain principles, protecting overall system integrity.

Conflict resolution across specialized agents relies on defined escalation pathways. When consensus cannot be reached within specified rounds, disputes are escalated to the user, ensuring that governance and accountability are preserved during complex multi-agent software workflows.

Using this orchestration pattern requires defining an orchestrator role and a set of specialized agents. The framework depends on delegating work to domain-specific roles like Implementer or TestWriter to enforce clear responsibility boundaries and maintain workflow governance.

The best way to track state across coordinated agent workflows is by maintaining visibility into the current workflow phase and outcomes. This orchestrator pattern leverages mandatory workflow gates and fresh context per delegation to monitor progress and enforce accountability.