Surface · Dashboard
Every AI gate verdict,
fully auditable.
Per-critic decomposition. Calibration tier. Aggregate reasoning. Structured findings tied to file and line. The complete decision trail behind every PR verdict — not just "AI said no", but who decided what, why, and where.
What the dashboard shows
The black box, opened.
Most AI code review tools are a single LLM behind a glass wall. The dashboard surfaces the structured decision trail — what each agent decided, why, and where — without exposing the underlying source.
Per-critic decomposition
One chip per AI agent: vendor (Cursor / Codex / Gemini / Grok) · model · ✓ / ✗ / ⚠ · finding count. Disagreement is signal, not noise.
Calibration tier badge
Calibrated when the proprietary prompt overlay is engaged. Baseline when vanilla OSS prompts ran. The hosted-runtime differentiator made visible.
Aggregate-reason badge
Majority · Veto · Quorum not met · Emergency bypass. Shows how the gate reached its conclusion.
Structured findings list
Severity · category · file:line per finding, grouped by the AI agent who raised it. One-click deep links to PR and check run on GitHub.
Findings-by-category panel
Counts by category — security, correctness, performance, style — for at-a-glance distribution.
Privacy by design
Severity · category · file path. Never the underlying source code or finding prose. Your code stays in your perimeter.
Get Started
See your own gate decisions.
Install Dark Factory to start surfacing per-critic verdicts on your own PRs.