TEAM LEARNING PATHS
Build foundations, then specialize.
Start with core AI concepts, then follow role-specific paths for product, design, engineering, or operations.
Learn AI by building with it.
Short, interactive courses that show you how AI systems work.
LEARNERS FROM
Hands-on from
the first lesson.
Understand how AI systems work by building with them.
Learn each concept by building AI systems from first principles.
Open a lessonCHOOSE A COURSEWhat do you need
What do you need
to learn next?
01CLAUDE CODE
COMING SOON
Claude Code
Use Claude Code to plan, build, and ship. Learn how to review its work and keep the project on track.
AI BUILDING02HOW LLMS WORK
AVAILABLE
How LLMs Work
Learn how models, context windows, tools, and agents work.
FOUNDATIONS03EVALS
COMING SOON
Evals
Decide what a good result looks like, build an eval, and use it to improve the product.
AI QUALITYBuild one shared foundation.
Go deeper by role.
Product managers, designers, engineers, and operations learn the same fundamental ideas, then build the specialized skills their work requires.
ENGINEERINGPRODUCTDESIGNARCHITECTURE + TRADE-OFFSBEHAVIOR + QUALITYPROTOTYPE + IMPLEMENTAI FLUENCYAI FLUENCY
ENGINEERINGArchitecture + trade-offs
PRODUCTBehavior + quality
DESIGNPrototype + implement
OPERATIONSWorkflows + adoption
Everyone understands how AI works, so the team can build AI products together.
See the coursesTurn learning into
team practice.
COHORTS
Learn on the same schedule.
Deadlines keep the cohort moving. Channels, submissions, and feedback make the work social.
PROJECTS + CASES
Put it into practice.
Work through realistic decisions where the tradeoffs matter.
TEN MINUTES. NO ACCOUNT.
Try a lesson.
See what hands-on AI learning feels like.
START HERE