autoplan

Automate end-to-end review by running a single command that reads CEO, design, and engineering inputs, applying a fixed six-principle decision framework to auto-decide intermediate steps and produce a fully reviewed plan.

A deterministic review pipeline applies a fixed six-principle decision framework to plan inputs, ensuring reproducible execution that generates consistent reviewed plans with restore points and audit logs.

The pipeline handles subjective design decisions by surfacing taste decisions at a final approval gate, allowing human reviewers to resolve borderline cases after autonomous processing.

Audit logging for autonomous plan review records all decisions for traceability and accountability, preserving restore points and logs to maintain reproducibility across multiple review domains.

You can reproduce a reviewed plan because the pipeline enforces determinism and maintains restore points, allowing you to re-run the command on modified inputs while preserving the audit trail.