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Editor's pick · AI in practiceA draft is
a starting
point.
Make room for judgment.
October 1, 2026 · 7 min read

Build an AI skill for scenario-based learning, step by step

Turn approved source material into a practice scenario, meaningful feedback, and a review rubric. Includes illustrated steps, a copyable skill, and an end-to-end example.

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7 articles

AI in practice7 min read
Updated November 2, 2026

Build an AI skill for scenario-based learning, step by step

Turn approved source material into a practice scenario, meaningful feedback, and a review rubric. Includes illustrated steps, a copyable skill, and an end-to-end example.

Read article
AI in practice3 min read
October 1, 2026

An AI course draft is the beginning of the work

Five decisions that turn generated content into an experience worth learning from.

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UX & research3 min read
October 1, 2026

Borrow these five UX research habits for your next course

Find the friction around the learning experience before deciding what content to create.

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Design craft7 min read
Updated October 30, 2026

Turn a policy into a work-ready assessment

Build a realistic task, a four-part rubric and feedback that explains the decision—not just the score. Includes a free editable assessment brief.

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Career & portfolio3 min read
October 1, 2026

Build a portfolio that shows how you think

A small, honest case study can say more than a large gallery of course screenshots.

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Learning outcomes3 min read
October 1, 2026

Course completion is a milestone. What happened afterward?

Build an evaluation plan that helps you decide whether to improve, expand or replace the learning.

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Tools & workflow3 min read
October 1, 2026

A useful instructional design toolkit starts smaller than you think

Choose tools around your next deliverable, rather than collecting subscriptions before you need them.

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