2026

Code Snippet Manager: AI-Powered Code Organization

A full-stack web application for managing code snippets with AI-powered semantic search, syntax highlighting, and intelligent organization.

Code Snippet Manager: AI-Powered Code Organization

Overview

Code Snippet Manager is a modern, full-stack web application designed to help developers organize, search, and share their code snippets efficiently. Built with cutting-edge technologies, it showcases advanced full-stack development skills including database design, authentication, AI integration, and modern React patterns.

Key Features

🤖 AI-Powered Semantic Search

  • OpenAI embeddings for intelligent code search
  • Find snippets using natural language queries
  • Semantic understanding beyond keyword matching

🎨 Syntax Highlighting

  • Beautiful code rendering with Shiki
  • Support for 50+ programming languages
  • GitHub Dark theme for optimal readability

🔐 Secure Authentication

  • NextAuth.js integration
  • Credential-based authentication
  • Protected routes and session management

📊 Smart Organization

  • Tag-based categorization
  • Language filtering
  • Full-text search across title, description, and code
  • Public/private snippet sharing

💾 Robust Database Design

  • PostgreSQL with Prisma ORM
  • Efficient indexing for fast queries
  • Many-to-many tag relationships
  • Cascade deletion for data integrity

Technical Stack

Frontend

  • Next.js 16 - React framework with App Router
  • React 19 - Latest React features
  • TypeScript - Type-safe development
  • Tailwind CSS - Utility-first styling
  • Shiki - Syntax highlighting engine

Backend

  • Next.js API Routes - Serverless API endpoints
  • Prisma ORM - Type-safe database client
  • PostgreSQL - Relational database
  • Zod - Runtime validation

Authentication & AI

  • NextAuth.js - Authentication framework
  • OpenAI API - Embeddings for semantic search
  • bcryptjs - Password hashing

Architecture Highlights

Database Schema

Designed a normalized database schema with:

  • User authentication tables (NextAuth compatible)
  • Snippet storage with metadata
  • Tag system with many-to-many relationships
  • Embedding storage for AI search
  • Optimized indexes for performance

API Design

RESTful API with:

  • CRUD operations for snippets
  • Search and filter endpoints
  • Authentication middleware
  • Input validation with Zod
  • Error handling and status codes

State Management

  • Server-side rendering for initial data
  • Client-side state with React hooks
  • Optimistic UI updates
  • Real-time search filtering

Development Process

This project demonstrates proficiency in:

  • Full-stack TypeScript development
  • Database design and ORM usage (Prisma)
  • Authentication implementation (NextAuth.js)
  • AI/ML integration (OpenAI embeddings)
  • Modern React patterns (Server/Client components)
  • API development (RESTful design)
  • Form handling and validation
  • Responsive UI design

Challenges Solved

  1. Prisma 7 Migration - Adapted to new Prisma Client initialization requirements
  2. Syntax Highlighting - Integrated Shiki for client-side code rendering
  3. Tag Management - Implemented efficient many-to-many relationships
  4. Search Optimization - Combined full-text and semantic search
  5. Type Safety - Extended NextAuth types for custom user properties

Future Enhancements

  • Collections/folders for snippet organization
  • Code execution playground
  • Browser extension for quick snippet capture
  • VS Code extension integration
  • Markdown support in descriptions
  • GitHub Gist export
  • Team collaboration features

Deployment

Deployed on Vercel with:

  • PostgreSQL database (Neon/Supabase)
  • Environment variable management
  • Automatic deployments from Git
  • Edge runtime optimization
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