gstack-autoplan

Automating the engineering and design review pipeline involves running sequential CEO, design, and eng reviews with auto-decisions based on six principles. This process reads plan files from disk to produce a fully reviewed, ready-to-use plan without manual intervention.

An auto-review pipeline is a sequential orchestration of CEO, design, and engineering reviews that applies six decision principles to automatically validate a plan. It minimizes intermediate questions and surfaces taste decisions at a final approval gate.

Running full plan validation without intermediate questions requires an autoplan command that applies six decision principles to auto-resolve standard review checks. It consolidates the CEO, design, and eng reviews into a single end-to-end execution.

Yes, you can run all design and engineering reviews in one go by executing an autoplan command that orchestrates the entire pipeline from disk sequentially. It returns a single signed-off plan while deferring only borderline taste decisions to a final gate.

Automated engineering review pipelines cannot fully resolve close approaches, borderline scope, or codex disagreements autonomously. These specific taste decisions are intentionally surfaced at a final approval gate to require manual human confirmation before the plan is finalized.