ReviewBot Protocol
AI-powered GitHub PR reviews with automated code analysis and intelligent feedback
Note: No live deployment due to the sensitive nature of this project
What Is This?
ReviewBot Protocol is a full-stack AI code review system that automatically analyses GitHub pull requests and provides intelligent feedback. Think of it as understanding how tools like CodeRabbit work by building one from scratch.
The system catches common issues before human reviewers need to look at the code, saving development time and improving code quality through automated analysis. Built for the Codecademy Generative AI & Agents bootcamp.
Technical Stack
Why This Is Useful
Time Savings
Automated reviews catch security vulnerabilities, performance issues, and code quality problems instantly
Learning Through Building
Demonstrates how modern AI-powered developer tools work under the hood
Real-World Application
Shows integration of multiple complex systems working together in practice
Key Features
Automated PR Reviews
GitHub webhook integration triggers automatic analysis when PRs are opened or updated
AI-Generated Comments
Intelligent inline comments posted directly to pull requests
Security Analysis
OWASP Top 10 vulnerabilities, secret detection, dependency analysis
Performance Review
Algorithm complexity, memory usage, optimization suggestions
Custom Dashboard
Review history, analytics, and repository management interface
GitHub OAuth
Secure authentication flow with GitHub integration
AI-Powered Analysis
Security
- •OWASP Top 10 vulnerability detection
- •Secret and credential detection
- •Dependency vulnerability analysis
Performance
- •Algorithm complexity analysis
- •Memory usage optimization
- •Performance improvement suggestions
Code Quality
- •Code style and best practices
- •Maintainability metrics
- •Review summaries with scoring
Documentation
- •Missing documentation detection
- •Unclear naming identification
- •Test coverage gap analysis
Project Screenshots
Implementation Highlights
AI Workflows
- •Custom LangChain chains for different review types
- •LangGraph state machines for complex workflows
- •Specialized prompts for security, performance, and quality
GitHub Integration
- •GitHub API v3/GraphQL integration
- •Webhook event processing
- •Automated PR commenting
Full-Stack Architecture
- •Next.js 15 frontend with custom cyber/matrix theme
- •FastAPI backend with SQLAlchemy ORM
- •PostgreSQL/SQLite database support
Production Ready
- •Error handling and logging
- •TypeScript strict mode
- •Secure OAuth authentication flow