We break down how ultrareview moved from an interactive slash command to a real CLI that can run in scripts, Make targets, and GitHub Actions as a potential build gate. The episode also covers JSON output for automation, the trust and latency tradeoffs of model-based PR checks, plus smaller quality-of-life updates like PowerShell fallback on Windows and better GitHub attribution.