Gemini-powered pull request intelligence

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

completed

Authorization bypass in admin route

Critical

Posted to GitHub with line-level guidance and a safer implementation path.

Missing validation on webhook payload

High

Posted to GitHub with line-level guidance and a safer implementation path.

Retry path lacks rate-limit handling

Medium

Posted 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

01

GitHub webhook

Pull request events arrive with verified HMAC signatures.

02

Diff intelligence

Relevant changed files are prioritized and safely limited.

03

Gemini review

Structured findings are validated and risk-scored server-side.

04

Supabase realtime

Reviews and findings are persisted for live dashboard updates.

05

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.

Startups
Engineering teams
Open-source maintainers
QA teams
Hackathon teams
DevOps teams

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.