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  Project Architecture

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  Home Page

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  Github OAuth SignUp Page

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  Github Repos of the User

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  AI Analysed Resolved suggestions and Error Suggestions 1

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  AI Analysed Resolved suggestions and Error Suggestions 2

🤖 REV-AI — The AI-Powered Code Review Agent

Stop Pushing Bugs. Start Shipping Intelligence.

🚀 Inspiration

Modern software teams ship code rapidly, but manual code reviews often become bottlenecks and critical issues can still reach production.

We wanted to build an intelligent system that acts as a virtual Senior Engineer, continuously reviewing code changes and helping developers deploy safer software faster.

This inspired REV-AI, an AI-powered code review agent designed to integrate directly into development workflows and prevent issues before deployment.

🧠 What REV-AI Does

REV-AI automatically monitors GitHub repositories using webhooks and analyzes code changes using LLMs such as Google Gemini and OpenAI models.

Unlike traditional syntax-only checks, REV-AI performs semantic and contextual analysis to detect:

✅ Security vulnerabilities and exposed secrets
✅ Logic errors and risky patterns
✅ Performance bottlenecks
✅ Deployment risks

The platform generates analysis reports and produces a “Safe to Deploy” decision before production deployment.

🏗 Architecture & Workflow

Developer Push
      ↓
GitHub Repository
      ↓
GitHub Webhook Event
      ↓
REV-AI Engine (Node.js)
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LLM Analysis Layer
(Gemini + OpenAI)
      ↓
Risk Detection
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MongoDB Report Storage
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React Dashboard
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Safe Deploy Decision

Built With

• analysis
• express.js-(rest-apis)-database:-mongodb-with-mongoose-orm-ai-&-ml:-google-gemini-api
• framer-motion
• frontend:-react-(vite)
• github
• github-webhooks-api-devops-&-deployment:-render
• json-based
• ngrok-architecture:-event-driven-system-with-real-time-webhook-processing-and-ci/cd-ready-workflow-other-tools:-git
• ogl-(webgl-particles)-backend:-node.js
• openai-llm-integration-for-semantic-code-analysis-and-risk-detection-authentication-&-integration:-github-oauth-2.0
• rest-apis
• tailwind-css
• vercel