SnapReview
AI pull request review for fast-moving engineering teams
Catch risky pull request issues before they reach production.
SnapReview reviews every PR for security vulnerabilities, performance regressions, and style violations, then adapts to your team’s coding standards over time.
< 2 min
average PR review turnaround for new changes
Security + perf
catch the problems human review often misses first
Team-aware
learns style rules and review preferences over time
- auth: false
- const timeout = 12000
- userInput.innerHTML = review.body
- query += ` ORDER BY ${sort}`
- if (cache) return response
SnapReview flagged:
- • unsanitized HTML injection
- • dynamic SQL order clause
- • missing auth check on route
+ auth: requireSession(request)
+ const timeout = 5000
+ userInput.textContent = review.body
+ query += orderBy(sort)
+ if (cache && !isStale(cache)) return response
Suggested review summary
- • security risk removed from rendered comment body
- • query ordering constrained to approved enum
- • stale-cache guard avoids masking new failures
Keep PRs moving without lowering the quality bar.
SnapReview gives your reviewers a fast first pass with precise explanations, recommended changes, and enough technical detail to trust what it flags.
✓ diff indexed · 17 files · 486 changed lines✓ standards profile loaded: acme-typescript-backend↳ performance: N+1 query risk detected in invoice summary path↳ security: unsafe HTML render path found in review comment panel↳ style: inconsistent error handling vs team conventions✓ summary posted to PR with fix suggestionsReview every PR quickly
Give teams a sub-two-minute review layer that keeps work flowing without waiting for a full manual pass first.
Explain what matters
Each comment is tied to a concrete risk category so reviewers know whether they’re looking at correctness, performance, or maintainability.
Cover the review surface humans routinely miss under pressure.
Security vulnerabilities
Flag unsafe rendering, auth gaps, query risks, and dependency-sensitive patterns before a rushed merge reaches production.
Performance regressions
Spot heavy loops, repeated queries, stale cache logic, and expensive render paths that inflate latency in critical code paths.
Style violations
Keep the codebase readable by enforcing your preferred naming, error handling, structure, and review rules consistently.
Learn how your team writes code, not just how a generic linter thinks.
SnapReview builds a feedback loop from merged pull requests and reviewer decisions, so the review suggestions it posts become more aligned with your real standards over time.
Observe
Watch which comments are accepted, dismissed, or edited by your team.
Adapt
Tune recommendations to your architecture, naming, performance expectations, and review tone.
Enforce
Keep those standards consistent across repos without relying on tribal knowledge.
Bring one review standard to GitHub, GitLab, and Bitbucket.
Standardize how code gets reviewed across teams, even when repositories live on different hosting platforms or migrate over time.
Give every pull request a fast, technically credible first review.
SnapReview helps engineering teams move faster without waving risky code through. Connect a repo, review the first PR, and let the system learn your standards from there.