Use cases
Built for engineering orgs that cannot afford inconsistent senior review — not for teams that want to remove humans from the merge gate.
Platform / DevEx teams
Standardize first-pass review across many repos with a shared versioned rule set and weekly precision trends — without replacing required human approvers.
Security-conscious product squads
Catch P0 patterns early (secrets via Gitleaks, Semgrep hotspots) while keeping architecture and threat-model review on the human critical path.
Fast-shipping startups (5–50 engineers)
When senior bandwidth is the bottleneck, ReviewPilot covers every PR consistently and learns from the overrides seniors already make.
When not to use it: Keep humans on the critical path for security-sensitive changes and architecture decisions. ReviewPilot is the first pass, not the sole approver — it is fail-closed and never auto-merges.