Introducing PR Panda for GitHub Apps

Automate your Code Reviews with AI. Instantly.

Install PR Panda on your repositories. Get context-aware scans, RAG codebase index search, security reviews, and line-by-line feedback posted directly to your pull requests in seconds.

features/auth/lib/routes.ts
Pull Request #23
@@ -8,12 +8,15 @@ export const routes = {
- login: "/login",
+ signIn: "/sign-in",
+ signUp: "/sign-up",
+ callback: "/api/auth/callback/github",
dashboard: "/dashboard",
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PR PandaAI REVIEWER • JUST NOW
Suggestion

Nice routing updates! Make sure that the `callback` route is added to your GitHub App redirects whitelist in settings. Also, consider setting up a fallback route if `callback` encounters an invalid authorization state.

Why Devs Love PR Panda

We leverage advanced RAG integration to contextualize codebase reviews, identifying bugs and potential performance flaws in milliseconds.

Contextual Code RAG
Integrates with Pinecone DB to index code embeddings, searching relevant repository contexts before formulating answers.
Automated Webhooks
Instantaneous triggered reviews using webhooks. Commits trigger background tasks managed via Inngest.
Security Auditing
Automatic scanning for exposed developer API keys, secrets, database leaks, or basic SQL injection vulnerabilities.
Direct PR Comments
Comments are posted directly to the relevant line of code inside the GitHub pull request dashboard.
Detailed Markdown Reports
Get full analytical summaries with performance metrics, style compliance suggestions, and file status inside our dashboard.
Workspace Sync
Easily view your linked repositories, track active review queues, and trigger force reviews whenever you want.

What We Provide

We bridge the gap between static analysis and contextless AI tools. Here is how we improve your development loop:

  • Full Repository Context

    We index your repository files securely to retrieve context queries during scans.

  • Actionable Code Fixes

    We provide direct code block recommendations you can apply on GitHub in one click.

  • Developer-centric Analytics

    Beautiful charts and stats dashboard depicting your code health improvements over time.

01

Connect Repo

Import your repository. Better Auth keeps your personal tokens encrypted and safe.

02

Sync Index

Vector sync splits your codebase to build custom embeddings within Pinecone database.

03

Create PR

Push branch updates. Webhook payload immediately queues review through Inngest functions.

04

Review Posted

PR Panda generates detailed Markdown reports and comments on line-specific files.

What Developers Are Saying

See how teams of all sizes leverage our bot to clean code and quicken PR review turnarounds.

"PR Panda has cut down our pull request approval latency by 40%. The context retrieval is amazingly precise, catching code layout errors before the senior reviewer even opens the PR."

JD

John Doe

Senior Dev, Cloudscale

"The security scans alone are worth it. Caught an exposed Stripe development key in a draft PR. Our dev workflow runs automatically on Vercel and Inngest without any glitches."

SL

Sarah Lim

CTO, Devflow Inc

"Very impressed by the RAG feature. It retrieves previous code patterns from the repository via Pinecone, so it suggests custom API function implementations matching our design patterns."

MW

Marcus Wright

Full Stack Eng, Octave

Frequently Asked Questions

Got questions about setup, safety, or models? We have answers.