Authoring content: curriculum, flashcards, challenges & AI
Create flashcards, coding challenges, lessons and case studies; tune AI tutor personas and role-play scenarios.
- Author real content — flashcards, coding challenges, lessons, case studies — with no SQL
- Inject your organization's own material into the shared curriculum, or hide/replace shared items
- Tune the AI itself: tutor persona prompts and role-play scenario rubrics
Three authoring surfaces
Admin → Content — practice content & your curriculum
- Flashcards — front/back, why-it-matters, competency, difficulty, tags, active toggle.
- Coding challenges — prompt, starter code, language (JavaScript / TypeScript / Python), difficulty, points, minimum level and a JSON test spec that auto-runs submissions.
- Cohort editing — rename, retrack, resize or archive cohorts.
- Your org's curriculum — attach your own lessons (markdown + video) to the shared curriculum days, and add your own case studies (what happened, root cause, principle, cost impact, lesson) that appear in War Rooms.
- Content overrides — hide a shared lesson, case study or day from your learners, or replace it with one of yours. Only your organization is affected.
Admin → CMS — curriculum overview & AI tutor personas
See the curriculum at a glance (modules, days, questions) and edit the AI tutor personas: each defines a system prompt and temperature, and the tutor auto-selects the best match for a learner's role, level, topic and designation. Personas your learners built for themselves are listed too — a nice signal of curiosity.
Admin → Simulations — AI scenario authoring
Create and edit the role-play scenarios learners practise on (stakeholder conversations, incident calls and more). The scenario's persona prompt stays hidden from learners; your rubric drives the AI scoring of every run.
Everything you author here is stamped to your organization — the shared miatz catalog stays read-only for tenant admins.
The journey, step by step
| Step | What you do | What you get |
|---|---|---|
| Author practice content | Admin → Content: add flashcards and coding challenges | Learners see them in study and practice immediately |
| Extend the curriculum | Attach your own lessons to shared curriculum days; add case studies | Your material appears inline for your learners only |
| Override shared items | Hide or replace a shared lesson, case study or day | Your learners see your version; other tenants are untouched |
| Tune the AI tutor | Admin → CMS: edit persona system prompts and temperature | The tutor auto-selects the best persona per learner role, level and topic |
| Author scenarios | Admin → Simulations: create role-play scenarios with rubrics | AI scores learner runs against your rubric; persona prompts stay hidden from learners |
Frequently asked
Whose content am I editing — mine or the shared catalog?
Both are listed. You author and edit your own organization's rows; the shared miatz catalog is read-only for tenant admins (the platform team maintains it). Your content is only visible to your learners.
What does a coding challenge need?
A title, prompt, starter code, language (JavaScript, TypeScript or Python), difficulty, points, minimum level and a JSON test spec with an entry function and cases — submissions are auto-run against it.
Can I remove a shared lesson my learners shouldn't see?
Yes — set a content override to hide it, or replace it with one of your own lessons. Clearing the override restores the shared item.
Related guides
Choose which modules your learners see, within your plan.
ReadWhat lands in each review queue, and what happens when you action it.
ReadCreate cohorts, review applicants and enroll learners — with seat quotas enforced automatically.
Read