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 the vanilla built-in 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 Cerebe Software Factory to start surfacing per-critic verdicts on your own PRs.