subagent-driven-development

You can delegate implementation tasks to subagents by dispatching a fresh subagent per task and applying a systematic two-stage review process to ensure spec compliance and verify code quality before integration.

Two-stage review is a quality assurance process that first ensures task specifications are met, then verifies code quality before integration. This mechanism maintains deterministic outcomes by checking spec alignment before marking tasks complete.

To prevent context bleed during software development automation, dispatch fresh subagents for each independent task. This approach isolates context per task, enabling parallel work while maintaining deterministic execution outcomes.

Yes, subagent-driven development requires a plan file and clear task specifications. The orchestration reads the plan to drive deterministic task execution, using per-task context and review roles to ensure spec compliance.

You should use subagent delegation when executing implementation plans broken into independent tasks. It is ideal for scenarios requiring deterministic outcomes through built-in QA loops and systematic spec compliance checks before integration.

Orchestrating tasks with fresh subagents requires plans broken into independent tasks with clear specifications. It is not suitable for highly interdependent tasks where context sharing is necessary, as each subagent operates with isolated per-task context.