subagent-driven-development

To prevent context bleed when automating complex development workflows, delegate each plan task to a fresh subagent. This isolates the context for every subtask, preventing leakage from the main session and enabling parallel execution safely.

The best way to ensure code quality and spec compliance in isolated subagents is applying a two-stage review workflow after every subtask. This process coordinates a spec compliance review followed directly by a code quality review to catch issues early.

Distribute plan tasks to subagents without losing alignment by enforcing explicit prompts and bounded contexts for each task. A two-stage review loop after every subtask ensures decoupled tasks remain correctly aligned to the common plan.

Yes, you can use subagent-driven development for decoupled tasks that require commit discipline. The workflow enforces safe execution using explicit prompts, self-review, and strict commit discipline within bounded contexts to ensure overall correctness.

You need isolated contexts for task automation in software engineering when handling complex, multi-task plans. Fresh subagents prevent context leakage from the main session, which is crucial when tasks are decoupled but must align to a common plan.

Your multi-task development workflow loses context between subtasks because the main session leaks data across tasks. Dispatching a fresh subagent for each task enforces bounded contexts and isolated execution, effectively preventing this context bleed.