parallel

Orchestrating multiple Codex agents requires a unified pipeline that synchronizes planning, dispatch, and execution phases. This coordination enables parallel agent workflows, maintaining session memory and managing capacity-aware worker lifecycles for complex development tasks.

Agent orchestration is the structured coordination of multiple AI workers end-to-end. It bootstraps planning, dispatches roles, and synchronizes execution across agents, ensuring pre-checks, artifact writes, and post-checks are handled within a single automated workflow pipeline.

Setting up a parallel workflow involves bootstrapping a coordinated task pipeline in your Codex-enabled project. You allocate specific roles to agents, synchronize execution phases, and use session memory to surface plan updates and follow-up items during multi-module work.

Yes, agent orchestration supports code-review pipelines by dispatching synchronized tasks across multiple agents. The workflow manages capacity-aware worker lifecycles and maintains session memory to track review progress, artifacts, and follow-up items end-to-end.

No external dependencies or components are required. The orchestration pipeline operates natively within a Codex-enabled environment, using built-in capacity-aware worker lifecycle controls and session memory to coordinate planning, dispatch, and execution phases.

Orchestration is designed specifically for complex software development tasks requiring synchronized execution. It may be excessive for simple, single-step tasks, as it enforces required phase orchestration, pre-checks, post-checks, and capacity-aware worker lifecycle controls.