agent-team-coordination

You can coordinate multiple agents by spawning dedicated subagents with fresh contexts while a lean orchestrator delegates work and validates progress using deterministic CLI workflows and file-based handoffs.

Deterministic multi-agent orchestration is a coordination pattern that uses real subagent spawning and file-based state handoffs to ensure auditable control and isolated reasoning across complex tasks.

Yes, spawning real subagents gives each agent a fresh context for reasoning, which keeps the orchestrator lean while file-based handoffs and generated boards maintain state and validate progress.

File-based handoffs work by passing explicit file paths between the orchestrator and subagents to preserve lineage, enabling a strict plan and execute pattern for safe, auditable governance.

You need a multi-agent council when solving multi-system problems that require isolated reasoning, deterministic state management, and strict plan/execute handoffs to safely audit execution flow.

Deterministic CLI workflows require strict adherence to a plan/execute handoff pattern with explicit file paths, meaning tasks that cannot be easily decomposed into file-based state handoffs may not fit this coordination model.