Build Multi-Agent AI Systems
LangGraph + Claude Agent SDK
Learn to build production-grade multi-agent AI systems using LangGraph for workflow orchestration and Claude Agent SDK for AI execution. Create a complete startup due diligence platform with 11 specialized agents.
Course Modules(12)
Introduction
See what you'll build and choose your learning path
Orientation
Set expectations and understand what we're building
Complete Module 0 to unlock
Project Setup
Create project structure, install dependencies, verify setup
Complete Module 1 to unlock
Foundation - State
Define state schema, understand TypedDict + reducers
Complete Module 2 to unlock
Skeleton - Graph Definition
Build the workflow graph structure with nodes and edges
Complete Module 3 to unlock
Brains - Claude Agent SDK
Connect Claude SDK and create your first working agent
Complete Module 4 to unlock
Agent Configuration
Centralize agent configs and add remaining research agents
Complete Module 5 to unlock
Parallel Execution
Wire research agents to graph and run them in parallel
Complete Module 6 to unlock
Analysis Layer
Add analysis agents that consume and interpret research data
Complete Module 7 to unlock
Synthesis & Output
Generate final report and investment decision
Complete Module 8 to unlock
See It Run
Run complete workflow, celebrate, and learn debugging tips
Complete Module 9 to unlock
Level Up - Progressive Challenges
Optional challenges to extend your LangGraph skills
Complete Module 10 to unlock
Choose Your Path
Learn at your own pace with three different approaches tailored to your experience level
Hands-On
Build everything yourself with requirements and hints. Best for deep learning and retention.
Follow Along
Copy-paste code with detailed explanations. Great for understanding the full picture quickly.
AI-Assisted
Use Claude Code with provided prompts. Experience AI-powered development firsthand.