Projects
Four milestone projects, each building on the last. By the end, you'll have shipped a multi-agent AI system.
Part I · Project 1
Personal Dashboard
Build a full-stack personal dashboard with authentication, data visualization, and deployment. Your first real web application.
Next.jsSupabaseTailwindVercel
Estimated: 8-12 hours
Part II · Project 2
AI Knowledge Assistant
Create a RAG-powered chatbot that answers questions about your own documents. Embeddings, vector search, and prompt engineering.
PythonOpenAIFAISSStreamlit
Estimated: 10-15 hours
Part III · Project 3
Production Chatbot
Ship a production-grade AI chatbot with tool use, conversation memory, rate limiting, and a polished UI.
Next.jsClaude APIVercel AI SDKPostgreSQL
Estimated: 12-18 hours
Part V · Project 4
AI Agent System
Build a multi-agent system where specialized AI agents collaborate to solve complex tasks autonomously.
Claude CodeMCPMulti-agentEvaluation
Estimated: 15-20 hours