subagent-driven-development

Automating implementation plan execution without context leakage is achieved by dispatching a fresh subagent for each independent task. This approach prevents context contamination by isolating task execution and enforcing a two-stage review process for spec compliance and code quality.

A two-stage review process for code implementation applies spec compliance checks first, followed by code quality reviews. This mechanism guarantees correctness by using fresh subagents to independently verify that the output meets specifications and maintains high quality.

Dispatching subagents for independent software development tasks requires using delegate_task calls equipped with terminal and file toolsets. This automated dispatch method spawns fresh subagents to execute self-contained tasks and run final integration checks.

Fresh subagents are needed for feature implementation plans when tasks are self-contained and require strict spec compliance and code quality reviews. This approach suits software development projects like refactoring sprints or rapid prototyping where eliminating context contamination is critical.

Automated subagent dispatch works for refactoring sprints and rapid prototyping by applying delegate_task calls to execute independent tasks. It utilizes terminal and file toolsets to run spec reviewers, quality reviewers, and final integration checks for these development contexts.

Spawning a fresh subagent per task eliminates context contamination because each independent task executes in isolation. This prevents previous task states from leaking into new implementations, ensuring consistent code quality and strict spec compliance throughout the workflow.