agent-assistant-plan-hard

To plan complex multi-step coding projects, you can use a multi-agent orchestration workflow that drafts a comprehensive plan with dependency-aware task generation, risk assessment, and milestone definition to deliver a complete, actionable structure.

Multi-agent orchestration for project planning coordinates multiple specialist agents through a structured, research-backed workflow to generate stepwise plans, assess risks, and allocate tasks for high-stakes execution.

Yes, Codex supports multi-agent orchestration by integrating native capabilities to coordinate specialist agents, load runtime boot scripts and plan rules, and output a structured, auditable plan for complex tasks.

You need a hard-plan workflow when planning high-stakes coding projects, research tasks, or multi-step executions that require thorough risk assessment, interdependent task allocation, and milestone definition.

You generate a step-by-step project plan by executing a research-backed hard-plan workflow that directs multiple agents to define milestones, assess risks, and produce a dependency-aware, actionable plan.

Limitations of multi-agent workflows include potential overhead for simple tasks and the need to load runtime boot scripts, making them less suitable for straightforward projects that do not require interdependent task allocation or heavy risk assessment.