About VibeUniv
You've built it — that's half the journey. Complete the other half here.
Mission
VibeUniv is an educational platform helping vibe coders understand and learn the tech stacks of projects they've built with AI. While anyone can now build apps with AI coding tools like Claude Code, Cursor, and Bolt, understanding and maintaining that code remains challenging.
We bridge this gap. AI analyzes your actual project and creates a personalized learning curriculum using your code as the textbook. Not abstract lectures, but learning by looking at the real code you built.
How It Works
Connect Project
Connect your project via MCP or file upload. Supports 7 AI tools including Claude Code, Cursor, and Windsurf.
AI Analysis
AI automatically analyzes your project's tech stack, identifying how technologies like Next.js, React, and Supabase are used.
Custom Curriculum
Generates a personalized learning roadmap using your code as the textbook, including explanations, code walkthroughs, quizzes, and challenges.
AI Tutor
Select any code and the AI tutor explains it in your project's context, providing answers specific to your code rather than generic responses.
Key Features
Local-First Architecture
When connected via MCP, analysis and content generation are performed by your local AI. 99.5% server LLM cost reduction with code privacy guaranteed.
11 LLM Providers Supported
Supports 11 providers including Anthropic, OpenAI, Google, Groq, Mistral, and DeepSeek. Use your own API key with BYOK.
Security First
API keys encrypted with AES-256-GCM, Row Level Security on all tables, protected with CSP headers and rate limiting.