Free module
Multi-agent systems
Learn multi-agent systems hands on: when to split work, orchestrators and workers, shared state, checking claims and failure modes.
The lessons
Each lesson is free to read in full. Create a free account to run its commands in a live lab and to sit its quizzes and tasks.
1 · Container lab
When to use multiple agents
I can use token estimates to decide when more than one agent is worth the cost.
Read the lesson2 · Container lab
Orchestrator and worker agents
I can split a task into stand-alone briefs whose results I check before joining.
Read the lesson3 · Container lab
Shared state between agents
I can let agents share a record without losing each other's writes.
Read the lesson4 · Container lab
How to check a worker agent's claims
I can flag the claims in a worker's report that its sources do not support.
Read the lesson5 · Container lab
How multi-agent systems fail
I can find the failure in a transcript and name its kind.
Read the lesson6 · Container lab
Build a research team of agents
I can run an orchestrator and workers with a budget, a check and a stop rule.
Read the lesson
Worked in a real lab
Every lesson of this module is worked in a lab started for you alone. The labs it uses:
Teaching a class? Set this module for your students with a teacher guide, marked assignments and a lab for every student.