Start with copies
Experiments are cheap when the original is safe.
Claude Code and Codex for research and teaching
It is a course about what becomes possible when an AI can work with your files, use tools, and keep going after the first answer.
We will learn just enough terminal to get an agent into the right folder. Then we will give it real jobs: cleaning a mess, checking research material, and building something for a course. You do not need to become a programmer. You do need to stay curious, make decisions, and inspect the result.
The goal is one genuine “that just saved me an afternoon” moment for everyone in the room.
Look through this mess. Tell me what you see, propose a sensible structure, and wait for my approval before changing anything.
A chatbot can suggest. An agent can inspect, create, organise, build, check, and revise—while you remain responsible for the work.
Each day ends with something that exists outside the chat window.
Make the terminal useful before we make it familiar.
Open the rough planUse an agent on real research work, then check what it did.
Open the rough planBuild, revise, and ship a real teaching artifact.
Open the rough planExperiments are cheap when the original is safe.
Describe the outcome. Argue with the plan. Refine as you go.
The model supplies speed. You supply judgement.