Projects

Five milestone projects, each building on the last. By the end, you'll have shipped a multi-agent AI system.

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

Part VI · Project 5

Autonomous Multi-Agent System

Direct a fleet of agents that researches, builds, reviews, and verifies a real deliverable end-to-end — while you specify, orchestrate, and prove it got there.

Agent FleetsOrchestrationEval-DrivenMCP

Estimated: 20-25 hours