AI EngineerIntermediate12 modules~6.0 hours hands-on3 learning modes
Build Multi-Agent AI Systems
Build a multi-agent investment-research system with LangGraph + the Claude Agent SDK with three learning paths.
// What you'll be able to do- Set expectations and understand what we're building
- Create project structure, install dependencies, verify setup
- Define state schema, understand TypedDict + reducers
- Build the workflow graph structure with nodes and edges
12 modules, built to run
Every module ships runnable code. Expand any one to see what's inside.
00IntroductionSee what you'll build and choose your learning path30 min
Objective — See what you'll build and choose your learning path
Start moduleFree preview
01OrientationSet expectations and understand what we're building30 min
Objective — Set expectations and understand what we're building
02Project SetupCreate project structure, install dependencies, verify setup30 min
Objective — Create project structure, install dependencies, verify setup
03Foundation - StateDefine state schema, understand TypedDict + reducers30 min
Objective — Define state schema, understand TypedDict + reducers
04Skeleton - Graph DefinitionBuild the workflow graph structure with nodes and edges30 min
Objective — Build the workflow graph structure with nodes and edges
05Brains - Claude Agent SDKConnect Claude SDK and create your first working agent30 min
Objective — Connect Claude SDK and create your first working agent
06Agent ConfigurationCentralize agent configs and add remaining research agents30 min
Objective — Centralize agent configs and add remaining research agents
07Parallel ExecutionWire research agents to graph and run them in parallel30 min
Objective — Wire research agents to graph and run them in parallel
08Analysis LayerAdd analysis agents that consume and interpret research data30 min
Objective — Add analysis agents that consume and interpret research data
09Synthesis & OutputGenerate final report and investment decision30 min
Objective — Generate final report and investment decision
10See It RunRun complete workflow, celebrate, and learn debugging tips30 min
Objective — Run complete workflow, celebrate, and learn debugging tips
11Level Up - Progressive ChallengesOptional challenges to extend your LangGraph skills30 min
Objective — Optional challenges to extend your LangGraph skills
Ready to start Build Multi-Agent AI Systems?
Start with the free Module 0, then unlock the full course on a Pro plan.