autoplan

Automating an end-to-end engineering review pipeline involves orchestrating CEO, design, eng, and DX reviews sequentially from disk to reach a final approval gate. This process applies six decision principles to enforce deterministic execution and reduce manual questioning.

Automated governance for plan-driven workflows reads discipline-specific reviews from disk and applies predefined decision principles to reach an approval gate. It works by enforcing deterministic execution and surfacing borderline decisions for traceability.

Running a full plan validation requires executing the autoplan command to process your current plan. This orchestrates the review flows across multiple disciplines, surfacing decisions and trade-offs to enable faster alignment and output a ready-to-ship plan.

Automated review execution does not require external dependencies to function. It operates by reading inputs directly from disk and applying its internal principles to enforce deterministic execution without needing additional components.

Automated review execution surfaces borderline decisions during the pipeline to provide traceability for final approval gates. This ensures deterministic execution while highlighting specific trade-offs that require manual alignment across disciplines.

You should not use an automated review pipeline when your workflow lacks structured plan-driven inputs on disk. The pipeline relies on reading existing reviews sequentially, meaning non-deterministic or ad-hoc planning processes will fail the deterministic execution requirements.