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.