coordination

Multi-agent delegation is coordinated by applying a cognitive methodology that decides what to delegate, to whom, and how to assemble outcomes. This prevents duplicate work, manages dependencies, and aggregates results into a coherent final output.

Multi-agent orchestration is needed when tasks are too large for a single agent or require diverse expertise to reach a timely, quality result. It applies to complex projects where parallelization and resource constraints require structured delegation.

Tasks are broken down through subtask decomposition, which breaks large tasks into self-contained units with explicit inputs, outputs, and acceptance criteria. This structured approach ensures delegated units remain aligned and integrated.

The best way to monitor and aggregate results is by tracking progress, resolving conflicts, and synthesizing outcomes into a coherent whole. This aggregation strategy ensures integrated results align with the initial delegation plan.

You do not need backing code to use this coordination framework. It provides a cognitive methodology for agents to decide what to delegate, to whom, and how to assemble outcomes without requiring external dependencies.