orchestration

Multi-agent coordination prevents file conflicts by decomposing tasks and assigning non-overlapping file sets to each agent. The orchestration workflow enforces single-writer file access, ensuring parallel execution proceeds safely without overwriting changes.

Multi-agent task decomposition relies on four distinct roles: Lead, Worker, Reviewer, and Scout. The Lead assigns non-overlapping file sets, Workers execute parallel workflows, Reviewers check progress, and Scouts gather context to synchronize the distributed effort.

Parallel execution with conflict resolution works by enforcing single-writer file access across distributed agents. It uses locking and fault-tolerance mechanisms to detect overlapping edits, synchronize progress, and resolve conflicts during cross-module development.

Yes, you can orchestrate emergency fixes using Codex primitives. The workflow relies on spawn_agent, wait, and close_agent primitives to manage the lifecycle of parallel agents and synchronize their progress across non-overlapping file assignments.

The best way to structure multi-agent workflows is to define a lead task, delineate roles, and assign non-overlapping file sets. This approach provides locking and fault-tolerance for resilience, ensuring synchronized communication and safe parallel execution.

You should avoid single-writer file access task decomposition when a project requires highly interdependent file modifications. Because this model enforces non-overlapping file sets to prevent conflicts, workflows needing simultaneous collaborative edits on the same files face strict locking limitations.