subagent-driven-development

To isolate context during subagent delegation, dispatch a fresh subagent for each task item in your plan. This per-task isolation prevents state bleed and miscommunication, ensuring each subagent operates independently without carrying over context from previous tasks.

A two-stage review workflow enforces spec compliance first, then evaluates code quality for each completed task. This structured approach ensures delegated subagent work meets explicit completion criteria and maintains code standards before final integration checks.

Orchestrate end-to-end execution by setting up a plan from a requirements document and dispatching a subagent for each largely independent task. Each subagent undergoes spec compliance and code quality reviews, followed by a structured final integration review.

Use per-task subagent delegation when your multi-task implementation plan involves largely independent tasks and rapid iteration with guardrails is critical. This approach maintains spec compliance and code quality across tasks while enabling fast, isolated execution.

Subagent-driven development handles complex projects by orchestrating end-to-end task planning, execution, and a structured final integration review. It enforces per-task isolation and explicit completion criteria to ensure all independent tasks integrate correctly.

Parallel task execution suffers context loss because shared state bleeds between tasks. Fresh per-task subagents solve this by isolating work, preventing miscommunication, and enforcing explicit completion criteria through a disciplined two-stage review process.