AI Code Reviews Before Bugs Reach Production
PR Sentinel AI reviews GitHub pull requests in real time, detects bugs, security risks, performance issues, and posts actionable comments automatically.
Pull request #128
auth: tighten session checks
Authorization bypass in admin route
CriticalPosted to GitHub with line-level guidance and a safer implementation path.
Missing validation on webhook payload
HighPosted to GitHub with line-level guidance and a safer implementation path.
Retry path lacks rate-limit handling
MediumPosted to GitHub with line-level guidance and a safer implementation path.
Production review automation for busy teams
Every card maps to a live capability in the deployed app: webhooks, Gemini analysis, Supabase storage, realtime dashboards, and GitHub comments.
Real-time PR reviews
Gemini-powered code analysis
Security vulnerability detection
Performance bottleneck detection
Bug detection
Code smell detection
Missing test detection
Automated GitHub comments
Review history dashboard
Risk scoring
Merge recommendation
Large diff handling
How it works
GitHub webhook
Pull request events arrive with verified HMAC signatures.
Diff intelligence
Relevant changed files are prioritized and safely limited.
Gemini review
Structured findings are validated and risk-scored server-side.
Supabase realtime
Reviews and findings are persisted for live dashboard updates.
GitHub comments
Summary and important inline comments are posted back to the PR.
Why engineering teams need it
Manual reviews miss race conditions, data leaks, and edge cases when teams are moving quickly.
Security and reliability
Webhook signatures, server-only secrets, RLS, retry paths, and safe comment fallbacks are built in.
Live workflow
Open or update a real pull request and watch Supabase realtime move the dashboard from analyzing to complete.
Built for real delivery pressure
PR Sentinel AI helps teams catch risky changes while preserving the reviewer’s attention for product judgment, architecture, and edge cases.
Ship pull requests with sharper review coverage.
Connect the GitHub App, configure Supabase and Gemini, then let PR Sentinel AI review live pull requests before risky code reaches production.