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Autonomous engineering workflows are coordinated by automatically planning, coding, and reviewing software changes to deliver ready-for-review results. The pipeline enforces a pre-generated plan, implements the code, and applies review autofixes sequentially.

Orchestrating planning and code review involves generating a validated plan, executing the implementation, and running integrated review feedback to persist fixes. This approach reduces manual coordination and human error in complex software tasks.

Yes, a pre-generated plan stored in the docs/plans directory is required before initiating autonomous coding and refactoring tasks. The pipeline enforces this plan to guide the subsequent implementation and verification steps.

Autonomous engineering pipelines handle code review feedback by automatically running checks and persisting autofixes. After applying fixes, the pipeline prepares a durable handoff to downstream teams for any residual tasks.

Yes, you can use this autonomous workflow for fast-turn experiments to create a reproducible pipeline from task description to ready-for-review changes. It sequentially validates plans, implements code, and verifies the results.