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You orchestrate subagents for implementation plan execution by using a pipeline that groups related tasks sequentially, assigning each unit to a fresh implementer, adversarial reviewer, fixer, and quality control gate to ensure precision and adherence to requirements.

Adversarial code review in project management is a quality control mechanism where dedicated subagents critically evaluate implemented code to find flaws. This ensures comprehensive review before any component is merged into the main branch.

Yes, you need a written plan to automate your software development pipeline. The orchestration requires a documented plan, such as a markdown file, to group tasks and direct the subagents through the implementation, review, and testing phases.

Yes, you can use feature branches for code execution and version control with subagent orchestration. The pipeline supports feature branches to isolate implementation tasks, ensuring code is built, reviewed, and tested before merging.

The best way to group implementation tasks for automated execution is to cluster related tasks into sequential units. Each unit is then handled by a fresh implementer subagent, streamlining complex project orchestration and quality control.

Quality control verifies build and test results against requirements by acting as a final gate in the orchestration pipeline. A dedicated subagent checks that the implemented code passes all build and test criteria before the task is considered complete.