ReviewPilot AI reviews every pull request against your shared rule set, learns from senior feedback, and never silently approves. Built for engineering teams shipping 20+ PRs a day who need consistent, auditable first-pass review.
For teams of 5–50 devs shipping 20+ PRs/day. Never silently approves. Never auto-merges.
A consistent first pass — style, complexity, security, and maintainability — against a versioned rule set.
Reviews every PR against a versioned rule set (naming, format, complexity, security)
Diff-scoped LLM semantic pass — only comments on changed lines, low noise
Learns from senior overrides; tracks precision weekly
Fail-closed: never silently approves, never auto-merges
Priority labels (P0–P3) and a single summarized review per PR
Shared rule sets across repos; team dashboard with trends
From install to smarter reviews in four steps.
Grant access to the repos you want reviewed. No CI changes required.
ReviewPilot fetches the diff, runs static + LLM passes scoped to changed lines, and posts one summarized review with inline comments.
Dismiss, edit, or re-rank a comment. Each override is recorded (diff-scoped, anonymized).
Precision is tracked weekly; repeated false positives fade and real patterns surface sooner.
ReviewPilot AI is a GitHub App that runs the first review pass on every pull request — style, complexity, security, and maintainability — against a versioned rule set, then learns from your senior reviewers’ overrides to get sharper over time.
It is the first review pass, not the sole approver. Your required reviewers stay the gate. If the AI is unavailable, the PR is flagged for human review — it never returns a silent “looks good”.
A sample of the patterns in the shared rule set (review-rules.yml).
SQL built by string interpolation, eval() on untrusted input, innerHTML with user data, hardcoded secrets (via Gitleaks).
Functions over 100 lines or cyclomatic complexity above 15; nesting deeper than 4; swallowed exceptions.
any where a real type exists, missing docstrings on public APIs, PRs that change behavior with no test.
Trailing whitespace, console.log left in, non-intention-revealing names like tmp/foo.
| Dimension | ReviewPilot AI | Manual review |
|---|---|---|
| First-pass coverage | Every PR, every file in the diff | Depends on who is available |
| Consistency | Same versioned rule set every run | Varies by reviewer |
| Learning | Improves from your overrides | No institutional memory |
| Audit trail | Every decision + override logged | Scattered in comments |
| Cost at 20 PRs/day | Flat per-seat | Senior time is the bottleneck |
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.
Per seat. Annual billing saves ~2 months. Cancel anytime.