Role-based application labs
A role-specific deep dive that asks: given everything earlier in this path, what does a great week of AI-assisted work look like for me? You finish with a personal playbook ready for the capstone.
What you will learn
- Produce a one-page personal AI playbook for your role.
- Identify three workflows that belong in your capstone.
- Pair with one teammate for review.
How you’ll learn this module
Built around evidence-informed learning methods. Designed to support retrieval practice, feedback, and spaced review.
Learn brieflyAttemptGet feedbackRetryReview laterApply in a workflow
Topics covered
Worker labDaily delivery work + reviews.
Lead labDecisions, oversight, team load.
Governance labPolicy, risk, evidence storage.
Builder labPipelines, automations, evals.
Suggested learning sequence
01
Pick lab
Choose the lab that matches your role.
02
Build
Draft your personal playbook.
03
Pair
Review it with one teammate.
Practical exercises
- Write a one-page playbook covering your top three weekly workflows.
- Have one teammate redline it and revise.
Practice with the AI Tutor
Run this module on a real workflow
Bring one piece of work into the tutor. It turns this module’s topics into risk flags, a practice mission, an experiment, and an evidence record.
Open the AI Tutor for this module