Learn AI. Never Forget.

AI learning paths

Interactive lessons for builders who ship AI, not just collect certificates.

Start with Curious Builders (free). Stack more paths when you are ready.

Completely freeCompletion certificateInteractive sandboxes
Stackable paths

Learning Paths

Stackable AI paths with interactive lessons, Grey Points, and skill badges. Curious Builders is free. Start today.

1Grey Points2Skill badges3Certificate
1Path
Completely Free
Live now

Curious Builders

From prediction to production ML. Interactive steps, browser Python, and a completion certificate.
Free7 lessonsCertificate~115 min
Who, why & outcomes

Who

Founders, PMs, analysts, creators, and builders using AI daily.

Why

Bridge the gap between AI hype and product decisions you can defend.

Outcomes

Better prompts, clearer trade offs, safer AI features, and a completion certificate you can share.

View 7 lessons + certificate
Syncing your progress...
2Path
Launching soon
Only 200 early seatsNot another boring AI course

First Build

8 immersive chapters in the browser. Survive polish loops and walk away with something that still works when the hype wears off.

Fake job. Real pressure.

Stakeholders push back. No answer key.

Day one energy

Meetings, tickets, quiet panic before ship day.

People are waiting

Scope, build, demo. Tuesday is the boss.

Polish loops

Build, measure, refine until it actually holds.

Scenario basedRole playFirst chapter freeCertificateBuild + Polish Loops

Launch countdown

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Who, why & outcomes

Who

Developers, builders, PMs, and founders ready to ship their first real AI feature beyond demos.

Why

Most people can build an impressive demo. Very few can scope, build, evaluate, and ship something that works in production.

Outcomes

A shipped AI feature end to end, stronger prompt and coding skills, and confidence navigating real constraints and trade offs.

Explore Curriculum
What's included
  • Immersive role play at Lumina Co., an assumed AI company, building LuminaAssist
  • Build + Polish Loops: build a first version, measure results, refine, and measure again with tracked accuracy, groundedness, latency, and cost
  • Browser sandboxes with real code and prompt iteration
  • Grey Points, badges, and redeemable templates and playbooks
  • Exportable working model + Improvement Log at the end
  • First chapter free. Completion certificate when you finish the path.
On the roadmap

More paths cooking

First 3 lessons free on each path when they launch.

3Path
Coming soon

Reliable AI

Grounding, Evals & Production
First 3 lessons freeCertificate
Who, why & outcomes

Who

Engineers and PMs moving AI from demo to production.

Why

Impressive prototypes and embarrassed on call logs should not be the same project.

Outcomes

Grounded features, eval frameworks, guardrails, and fewer hallucination surprises.

4Path
Coming soon

Agentic Systems

Building Reliable Autonomous Workflows
First 3 lessons freeCertificate
Who, why & outcomes

Who

Builders designing multi step AI workflows and autonomous agents.

Why

Agents that loop forever look smart in demos and expensive in prod.

Outcomes

Reliable agent design, workflow orchestration, and systems you can operate calmly.

5Path
Coming soon

AI Strategy

Decisions & Precision Communication
First 3 lessons freeCertificate
Who, why & outcomes

Who

Leaders, PMs, and communicators deciding when and how to use AI.

Why

Bad AI strategy wastes budgets. Bad AI communication wastes trust.

Outcomes

Clear trade off decisions, accurate AI communication, and a certificate to prove it.