pipeline

Adversarial code review automation orchestrates specialized agents for planning, implementation, and review. It manages state recovery and detects pipeline types like feature or repo-eval to route work based on document presence and review signals.

An adversarial development pipeline is an automated workflow where specialized agents plan, implement, and review code iteratively. It uses GAN-like loops for iterative refinement to ensure rigorous adherence to defined development protocols.

Yes, automated development pipelines support state recovery. This functionality resumes the workflow from previous checkpoints, ensuring that progress on feature implementation and code review cycles is not lost.

To start a feature development pipeline, run the pipeline command with your specific plan identifier. The system automatically handles the planning, coding, and adversarial review cycles based on the defined plan parameters.

Yes, the pipeline agent supports multiple workflow types. Beyond new feature development, it automatically detects and routes work for repo-eval and doc-health pipelines based on document presence and review signals.

GAN-like loops provide iterative refinement in automated code review workflows. They enable specialized planner and reviewer agents to adversarially challenge implementations, ensuring continuous quality improvement and protocol adherence.