Picture a small workshop you can call from your own program, not a chat you have to restart by hand. It has hands — tools, a memory — a session, and a stopping rule — so the work cannot run forever.
If you already know a task your agent should repeat, but you still start each run manually, where is the missing “start” button?
Guess before the explanation
Getting it wrong is fine: it is part of learning. Guessing first helps the answer stick later, and the answer itself comes after the explanation.
Learn with AI
Copy your personal prompt and paste it into your agent's learn mode — it picks up your context and takes you forward.
Honestly: with AI it feels like you can do more than you can without it. After practice, check yourself without AI. (Bastani et al., PNAS 2025)
The module is done. Post what you built in the course topic — module number in the first line — and reply to two fellow learners: what worked, what you would try differently. Your work lives in the group, not with us. No keys, passwords or other people’s data.