The curriculum spine

What are you working on? How much are you responsible for?

Families group related kinds of work. Tracks name the task; levels name the blast radius if it goes wrong.

Workshop selectionFor each AM or PM session, start with an L1 or L2 book and choose the challenge that fits your work.Browse L1 booksBrowse L2 books
Clear

16 mini-books

Showing one responsibility level.

Family 1

Use

Get value from AI in your own work

Use tracks arranged by responsibility level.
TrackL2Power userYour team sees a bad document or a wrong figure
Track 01Foundations & judgementT01-L02NEW

Trust but verify: checking output before it leaves your desk

Outcome: A scored table of five answers with the source quote located or marked unsupportedBy Astra11 min read
Track 02Chat & assistantsT02-L02NEW

Your daily driver: files, projects and memory

Outcome: A configured project with sources attached and a working instruction setBy Astra10 min read
Track 03Prompting & contextT03-L02NEW

Context engineering

Outcome: A task that fails without assembled context and succeeds with it, both runs shownBy Astra10 min read
Track 09Create mediaT09-L02NEW

Consistent assets for your company or lab

Outcome: Five assets that visibly share one style, plus the reusable prompt/reference kitBy Astra16 min read
Track 15AI in researchT15-L02NEW

Reproducibility with AI in the loop

Outcome: An AI-assisted step rerun from its recorded parameters, difference reportedBy Astra13 min read
Track 16Choose & Evaluate AI ToolsT16-L02NEW

Choose Tools Your Team Can Use

Outcome: Run a small voluntary trial on a real shared task and choose a workable team tool using evidence about quality, collaboration, accessibility, exports and realistic costs.By Astra13 min read
Family 2

Build

Make something that runs

Build tracks arranged by responsibility level.
TrackL2Power userYour team sees a bad document or a wrong figure
Track 04Your documents & knowledgeT04-L02NEW

A knowledge base your team can ask

Outcome: A working knowledge base with a written inclusion/exclusion ruleBy Astra12 min read
Track 05AutomationT05-L02NEW

Automations with AI in the middle

Outcome: A workflow that routes an unparseable model output to a human queue instead of proceedingBy Astra15 min read
Track 06Build appsT06-L02NEW

A tool from a prompt

Outcome: A live URL a colleague can open and use for one real taskBy Astra17 min read
Track 07AgentsT07-L02NEW

Delegate a Task to an Agent

Outcome: Supervise an existing agent on a chosen team task, bound its actions and effort, inspect its actual steps, and review a useful artifact before colleague use.By Astra12 min read
Track 08Write codeT08-L02NEW

Code without being a developer

Outcome: A script that runs on your own data, plus a one-line explanation of each stepBy Astra14 min read
Track 10Data & analysisT10-L02NEW

Clean a messy export

Outcome: A saved workflow that reproduces the clean table from the raw file in one runBy Astra17 min read
Track 14Connect your toolsT14-L02NEW

Use a Connector for Shared Work

Outcome: Use an existing documented connector to prepare a useful team brief from a permitted current source, inspect its actual scope and evidence, and disconnect when the task is finished.By Astra12 min read
Family 3

Run

Operate it yourself

Run tracks arranged by responsibility level.
TrackL2Power userYour team sees a bad document or a wrong figure
Track 11Run your own AIT11-L02NEW

A local model your tools can call

Outcome: One workflow switched from a cloud provider to the local endpoint and still passing its checksBy Astra16 min read
Family 4

Govern & spread

Make it safe and make it stick

Govern & spread tracks arranged by responsibility level.
TrackL2Power userYour team sees a bad document or a wrong figure
Track 12Security, privacy & governanceT12-L02NEW

Privacy and labelling in everyday work

Outcome: One real document anonymised to a standard you could defend, with the method notedBy Astra15 min read
Track 13Adoption & enablementT13-L02NEW

Show a colleague: the 30-minute demo

Outcome: A demo run for a real colleague, plus their written first taskBy Astra12 min read

Every book keeps its address even while its title and content evolve.