ReviewPilot AIConsistent first-pass PR review — fail-closed, not silent.
Review every diff against a versioned rule set. Every finding cites a file and line that exists in your diff. When the model layer is unavailable, ReviewPilot AI returns the deterministic result instead of approving silently.
For engineering teams shipping many PRs that need consistent first-pass review, never silent approval.
No credit card required · Cancel anytime
Key Takeaways
- Fail-closed: unavailable AI means human review, not silent approve.
- A versioned rule set, with every finding tied to a rule id.
- First-pass decision support, never the sole approver and never an auto-merge.
Fail-closed. Rule-set first.
Decision-support themes — not a sole approver or security certification.
ReviewPilot AI · Definition
ReviewPilot AI runs a fail-closed first-pass review on a pasted pull-request diff — style, complexity, security, and maintainability — against a versioned, executable rule set. Findings only exist for lines present in the diff.
What this is NOT
- Not a replacement for human review or a security audit.
- Not a guarantee that every defect in your change will be found.
- Not the sole approver, auto-merge, or a security certification.
Controller / Processor — ReviewPilot AI reads only the diff you submit. Secret-shaped values found in it are masked in the report instead of being echoed back.
Seniors are busy. Coverage slips.
Inconsistent first pass
Who is available changes what gets caught.
Silent AI failures
Some tools approve when the model is down — risky.
No institutional memory
Senior overrides do not teach the next review.
Audit gaps
Findings scatter across comments without a trail.
Install. Review. Learn.
Fail-closed first-pass review — not the sole approver.
Versioned rule set
Same checks on every PR, every time.
Fail-closed gating
AI down means human review, not silent approve.
Explainable, line-level findings
Senior feedback sharpens future passes.
Honest demo vs live
Demo is labelled; live review needs App + key.
Everything you need for consistent first-pass PR review
Built for teams shipping many PRs who need auditable, fail-closed review.
Reviews a pasted diff against a versioned rule set covering naming, format, complexity, and security.
Same checks on every PR, every time.
Deterministic findings cite the exact file and line that exists in your diff.
AI down means human review, not silent approve.
An optional model-assisted semantic pass stays scoped to the lines you changed.
Senior feedback sharpens future passes.
Fail-closed: never silently approves, never merges, and never invents file paths.
Demo is labelled; live review needs App + key.
From pull request to consistent first-pass review in three steps
ReviewPilot AI follows the same workflow on every run. The rule set is versioned, every finding carries a citation, and the pass fails closed when anything is missing.
Provide the diff & rule set
Give ReviewPilot AI a pull request diff and choose a review focus. No repository connection or agent integration is required.
- A unified diff plus your chosen review focus
- Fail-closed: unavailable AI means human review
- Works with diffs from any Git host
Review every added line against the rules
Every added line is checked against the rule set, and each finding carries a citation and a severity.
- Per-finding severity with file-and-line citations
- Deterministic checks run without any API key
- Secrets are detected and redacted in the report
Review, escalate & export the report
ReviewPilot AI returns findings as first-pass decision support. Human reviewers stay the gate, and you can export the report.
- Returns findings and never merges anything
- Exportable report with rulesetVersion
- Same rule set on every run, which makes it auditable
See how teams use ReviewPilot AI
Different repositories carry different risk. The same versioned rule set reviews all of them.
Many pull requests, inconsistent senior review
ReviewPilot AI gives every diff a consistent first pass, so senior reviewers can spend their judgement on the hard calls.
Try it on this page
or generate below.
Saved history
No testimonials yet, by design
ReviewPilot AI publishes no customer counts and no invented quotes. Verified testimonials appear here once real customers consent to them, and every quote will be dated and attributed.
Judge the tool instead of our marketing: paste a pull request diff above and read what it finds on your own changed lines. Nothing here is fabricated.
Honest boundaries
ReviewPilot AI drafts first-pass findings. Humans remain the gate, and nothing merges automatically.
Simple plans that scale
All paid plans include
- Diff review studio with the full deterministic rule set
- Rule-set first-pass findings
- Fail-closed gating (decision-support)
- Email support on paid plans — no hidden add-ons for core studio use
- Limited daily AI runs (3/day · 15/mo)
- Studio demo (no extra LLM fee)
- AI included: 300 gens/mo · fair use (gpt-4o-mini)
- No separate ChatGPT subscription required
- Priority support · 2 months free with yearly
Feature comparison
What each plan includes — quotas reflect the enforced fair-use limits.
| Dimension | Free | Pro | Enterprise |
|---|---|---|---|
| Usage | |||
| AI runs | 3/day · 15/mo | 40/day · 300/mo | 200/day · 3,000/mo |
| Report export | Watermarked | Clean export | Clean export |
| Audit log | Not included | ✓ Included | ✓ Included |
| Guardrails | |||
| Per-finding severity | ✓ Included | ✓ Included | ✓ Included |
| Line-level citations | ✓ Included | ✓ Included | ✓ Included |
| Version-pinned, auditable runs | ✓ Included | ✓ Included | ✓ Included |
| Exportable report | ✓ Included | ✓ Included | ✓ Included |
| BYOK (your LLM key) | Not included | Not included | ✓ |
| SSO | Not included | Not included | Roadmap |
| Support & compliance | |||
| Support | Community | Priority | Custom SLA |
Already paid? Unlock Pro with your license
Licenses are issued manually after your payment is confirmed: we generate one per paid order and send it to the purchase email, typically within a few hours. Enter it below to activate Pro on this device — no account needed. Nothing yet? Write to lixingliangsy@163.com and reference your order email.
Your questions, answered
What does ReviewPilot AI do?
ReviewPilot AI runs a versioned deterministic rule set over the unified diff you paste, with an optional model-assisted semantic pass on top. It fails closed and never approves silently.
Is this legal advice or a certification?
No. Outputs are decision-support findings from a deterministic rule set. Your own reviewers confirm anything that ships. We do not claim ISO or regulator certification.
Can I cancel anytime?
Yes. Self-serve plans cancel anytime; access continues until period end.
Do I need a credit card to start?
No. Start with email signup or Demo mode in the studio, then upgrade when ready.
Do I need my own ChatGPT / OpenAI subscription?
No for Free/Pro. AI runs are included in your plan (fair use) via our platform key. Enterprise can optionally bring your own OpenAI key (BYOK) — configure it at /settings (key stays server-side only).
What is Fair Use / what if I hit the AI limit?
Pro includes about 300 AI generations/month (and a daily cap) on gpt-4o-mini. If you hit the fair-use limit, Studio returns a mock/demo result until the daily or monthly reset — or upgrade / use Enterprise BYOK for heavier volume.
Is checkout secure?
Payments are processed by Waffo Pancake (merchant of record).
What happens after I pay?
You receive access confirmation; fulfillment is tracked via webhook + order logs.
Quick answers
- ReviewPilot AI reviews a unified diff that you paste into the tool.
- Every finding cites a file and line number taken from your diff.
- Findings are labelled P0 to P3 and sorted with the highest severity first.
- Secrets and hardcoded credentials are detected and redacted in the output.
- The free tier includes 3 AI-assisted reviews per day and 15 per month.
More questions
What inputs?
A unified diff pasted into the studio, plus the rule focus you select.
Does it auto-merge?
No. It never merges and never approves. Required human reviewers remain the gate.
Who is it for?
Engineering teams shipping many PRs who need consistent, auditable first-pass review.
Demo vs live?
Demo mode is labelled. The deterministic pass needs no API key, while the optional semantic pass needs a configured model key.
Fail-closed meaning?
If AI is unavailable, the PR is flagged for human review — not silently approved.
Primary sources?
OWASP LLM01 / secure code-review agent themes — decision-support framing.
How it compares
| Dimension | Manual | ReviewPilot AI |
|---|---|---|
| Speed | Hours to days | Minutes per run |
| Consistency | Varies by person | Same ruleset every run |
| Output | Free-form | Structured, exportable result |
| Best for | Final sign-off | First-pass decision-support |
When not to use: Keep humans on the critical path for security-sensitive changes and architecture decisions. ReviewPilot AI sees only the diff you paste, never your whole repository. It is the first pass, not the sole approver, and it is fail-closed.
- owasp llm01 ai code review agents 2026 — From the ReviewPilot AI blog.
- what ai pr review is and is not 2026 — From the ReviewPilot AI blog.
- Fleet launch notes — ReviewPilot AI ships in the LX AI Micro-SaaS fleet.
People also search
Click a tab to expand it; click again to hide. All content stays on the page for search engines.
Start smarter today
Join builders using ReviewPilot AI. Free to try — no card needed.
Trusted · Cancel anytime