🧠AI Simulation Labs
Find your direction

What would you like to do with AI?

Start with useful everyday AI skills in Core. Then choose a specialization around the work that matters to you—not a topic you feel you should keep up with.

No coding or AI experience is needed to begin with Core.

Find a direction →Not sure which path fits?
One foundation. Seven specializations.

Start with what you want to practise.

New to AI? Core is your starting point. Every specialization requires a Core purchase; you can buy Core first or together with a path.

Already have a product? Sign in to see your paths.

Start here · no experience needed

AI Production Systems Core

Get useful results from AI, starting from zero.

The shared foundation: choosing tasks, giving instructions, checking results and improving your approach.

A decision you’ll practise

How do I turn a vague request into a useful result—and check whether I can rely on it?

38 labs available now · 1 optional

Explore Core
Ready to buy? US$497 one-time

US$497one-time · before discounts

12 months of access from payment. No subscription or automatic renewal.

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Specialization

AI Agent Path

Decide when AI should take action.

Focus on actions: tool permissions, memory, human control and recovery when something goes wrong.

A decision you’ll practise

Should this task follow fixed steps, or can an agent choose what to do next? Where must it stop?

16 labs available now

Further Agent labs, an upgraded runbook assessment and an integrated capstone are still being developed. The control-choice lab and every exercise listed above are available now.

Explore this curriculum — AI Agent Path
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

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Specialization

AI-Native Software Engineering

Explore reusable AI coding assistance.

Focus on reusable coding assistance. Today’s starting set covers skill packages, task routing and trust—not a complete app-building course.

A decision you’ll practise

Can I trust this reusable set of AI instructions, and is it the right one for this task?

3 labs available now

An end-to-end Vibe Coding, software testing and delivery curriculum is not yet available. These three labs do not constitute that full workflow.

Explore this curriculum — AI-Native Software Engineering
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

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Specialization

AI Security & Red Teaming

Find weak spots in AI safeguards.

Focus on what could go wrong: unsafe authority, untrusted tools and the controls that limit damage.

A decision you’ll practise

An AI tool can access more than it needs. Which boundary would actually contain the risk?

9 labs available now · 3 optional

The full attack-lab sequence, red-team assessment and proposed final project are not yet available.

Explore this curriculum — AI Security & Red Teaming
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

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Enter it before continuing. Stripe shows your discount and final total.

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Specialization

AI Evaluation, Testing & Reliability

Find out whether AI results deserve trust.

Focus on evidence: useful tests, misleading scores and how much confidence a result really deserves.

A decision you’ll practise

Two systems report excellent scores. Are the tests fair, and which errors do those scores hide?

15 labs available now

The proposed new measurement labs and upgraded evidence-pack assessments are not yet available. Existing exercises retain their current scope.

Explore this curriculum — AI Evaluation, Testing & Reliability
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

Have a coupon?

Enter it before continuing. Stripe shows your discount and final total.

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Specialization

AI Product Engineering

Make AI features more useful and dependable.

Focus on the working feature: information retrieval, memory, reliability and the tradeoffs behind a useful product.

A decision you’ll practise

An AI feature keeps finding the wrong information. What should change before it reaches users?

27 labs available now · 11 optional

The proposed full product build and new final project are not yet available.

Explore this curriculum — AI Product Engineering
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

Have a coupon?

Enter it before continuing. Stripe shows your discount and final total.

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Specialization

AI Privacy Engineering

Control how AI uses people’s data.

Focus on data: where it goes, who can retrieve it, and how removal and permissions should work.

A decision you’ll practise

Someone removes access to a document. Where might its information still appear in an AI system?

7 labs available now

The proposed privacy attack and verification labs and complete final project are not yet available. Practice is not legal advice or a compliance certification.

Explore this curriculum — AI Privacy Engineering
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

Have a coupon?

Enter it before continuing. Stripe shows your discount and final total.

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Specialization

Real-Time Voice & Conversational AI Engineering

Understand spoken, real-time AI interactions.

Focus on the conversation: timing, interaction choices and safe handoffs between speech and actions.

A decision you’ll practise

A conversation hands a request to a tool, but the outcome is uncertain. Is it safe to try again?

4 labs available now

Full voice-application construction, the proposed new voice labs and final project are not yet available.

Explore this curriculum — Real-Time Voice & Conversational AI Engineering
Ready to buy? US$994 for Core + path

US$994Core + this path · one-time

Core is the foundation for every specialization. This purchase includes both products at US$497 each. Each has 12 months of access from payment.

Have a coupon?

Enter it before continuing. Stripe shows your discount and final total.

Secure checkout by Stripe · 14-day satisfaction guarantee

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When two topics sound close

Choose the question you want to get better at answering.

You don’t need both just because they overlap. Some labs are shared between products; a shared lab is the same exercise, not extra content.

Agents or Software Engineering?

Choose Agents to explore how AI decides and acts. Choose Software Engineering for reusable coding assistance; its current labs focus on skill packages. A skill can be used by an agent, but the two paths ask different questions.

3 current labs are shared between these two paths.

AI Agent Path →AI-Native Software Engineering →

One useful next step is enough.

Explore a curriculum to see its current labs and learning outcomes. If you’re ready to buy, use its “Ready to buy?” option above, or head to pricing to choose your products.

Choose products on pricing →See how the labs work