delegate-first

To orchestrate multi-step software development tasks, you can enforce a hierarchical delegation policy that routes work to specialized subagents based on complexity. This manages task decomposition and model tiering to ensure project consistency and cost efficiency.

The best way to prevent uncoordinated AI execution is to enforce a structured delegation hierarchy. By routing tasks through a tech-lead subagent that decomposes work and assigns it to specialized workers, you ensure high-quality, verified outputs without inline implementation.

Model tiering matches task requirements to the cheapest capable model tier to minimize token spend. This cost-optimized routing automatically directs complex architectural decisions to higher-tier models and routine implementation to cheaper, capable models.

Yes, you can enforce verification gatekeeping that mandates no task is marked complete without a successful run of the project's defined verification commands. This ensures high-quality outputs and integration consistency before finalizing work.

Yes, automated task delegation requires integration with the project's standard subagent roster and defined verification commands. You need specialized subagents like tech-lead, senior-dev, and implementer configured to route work appropriately.

You should avoid hierarchical delegation for simple, single-step tasks that do not require decomposition or verification gatekeeping. Its structured routing and model tiering overhead are designed for complex, multi-step software development workflows.