Beginner Explorer
Plain language, analogies, zero assumptions. Built for people who've never touched the API or the terminal.
AI Literacy · Adaptive · Personal
Learn AI that sticks.
Adaptive 8-module programme calibrated by a 19-question Skill Assessment Stage. Claude, ChatGPT, CustomGPTs, Claude Code, prompt engineering, agents — shaped to your level. Ends with a capstone you can put your name on.
19-question diagnostic calibrates the next 8 modules in ~4 minutes
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How it works
Eight modules. One curriculum, shaped to you.
We don't drop you into a generic course and hope it lands. The diagnostic measures what you already know, then every module — pace, depth, examples — adapts around that.
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Diagnose 19-question Skill Assessment Stage. ~4 minutes. Routes you onto one of five tracks: Beginner Explorer, Practical Builder, Technical Maker, Advanced Systems Designer, or Mastery / Mentor.
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Adapt Every lesson — slides, diagrams, mini-quiz, practical task — is generated against your level. Beginners get foundations first; experienced learners jump straight to depth.
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Build Practical tasks every module — prompt packs, CustomGPTs, Claude Code projects, agent integrations. You keep everything you make.
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Ship Module 8 capstone — a real project you can put your name on. Certificate of completion when you finish.
Try it now
Three questions. Zero signup. See what we'd assign you.
The real diagnosis is thirteen questions and it routes you onto one or more learner tracks. This preview is a feel-test. Your answers stay in your browser.
How access works
Sign up, get assessed, get approved, start.
We review every applicant. Keeps the cohort tight. You won't wait long. Usually one working day.
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Sign up
Email and password. No card, no upsell. Account created at /signup.
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Take the Skill Assessment Stage
Nineteen short questions. We use the answers to assign your learner tracks. You can retake any time.
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Wait for approval
An admin reviews your application. You get an email when you're in. Usually within a working day.
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Start Module 1
Your tracks unlock. Lesson 1 is already tailored to your shape. It doesn't read like everyone else's.
Adaptive learner tracks
Your tracks decide how every lesson reads. Hover any card to see how.
You can sit on more than one. We serve the highest one without leaving the lowest behind.
Practical Builder
For people who want results in their actual work. Sales, ops, marketing, education, consulting. Not a CS degree.
Technical Maker
For developers who can already code and want Claude Code, Git workflows, testing, and the API done properly.
Advanced Systems Designer
For engineers shipping production AI. Agents, evaluations, retrieval, governance. Where things get serious.
Mastery / Mentor
For people who'll teach this to others. Internal trainers, consultants, content creators, workshop leaders.
The curriculum
Eight modules. Each one ends with something you can keep.
Click any module to start your sign-up.
M0
Course Initiation & Skill Assessment Stage
M1
AI Platform Foundations
M2
Prompt Engineering Foundations
M3
Claude Deep Dive
M4
CustomGPT Design & Build
M5
Claude Code & Responsible Vibe Coding
M6
AI Systems, Agents & Integrations
M7
Building Real Projects & Teaching Others
M8
Certificate Prep, Capstone & Extension
Module-end resources
Reading is not learning. Hover any card to see a sample output.
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Practical sessions
Inline tasks with checklists and notes. Auto-saved. Resumable from your Practical sessions tab.
Sample on hover →
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Printable cheat sheets
One-page lesson summary, brand-styled. Print or save as PDF. Take it to your team or your client.
Sample on hover →
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Slide-deck mode
Any lesson, full-screen, keyboard nav. Built for teaching. Swipe on touch, ESC to exit.
Sample on hover →
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Reusable artefacts
Prompt packs, Claude playbooks, GPT instruction blocks, workflow recipes. Yours to keep.
Sample on hover →The finish line
Finish with something you can show, not just say.
Pick one of the defaults or bring your own. Either way you walk out with a build, a brief, and a launch plan.
Default: AI Learning Resource Assistant
Pick your own
Shipped, not just learned
Responsible AI, day one
AI you can defend at work. Not demos that only work once.
We've all built the impressive one-shot. Production is a different sport. These habits are baked into every module. You'll be glad of them when someone asks "what happens if a user pastes their password in?"
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Honest about limits
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Built-in guardrails
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Privacy and secrets
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Topics you can skip
FAQ
Common questions, answered honestly.
Is this for complete beginners?
Yes. The diagnostic puts you on a Beginner Explorer track if that's where you are. No jargon, no assumptions, no skipping straight to APIs.
Is this useful for developers?
Yes. Coders get routed onto Technical Maker (and, where it fits, Advanced Systems Designer). Claude Code, APIs, agents, and production guardrails get the depth they need.
How long does the programme take?
Lessons adapt to your pace. Short (10–15 min) or deeper (20–30 min). Most learners finish in 6–12 weeks without burning out.
How does approval work?
A human reviews each sign-up. Usually within a working day. You can complete the Skill Assessment Stage immediately after signing up; lessons unlock once you're approved.
Can I retake the Skill Assessment Stage?
Yes. Any time, from your dashboard. The platform re-calibrates your tracks and curriculum on the spot.
Do I need to know how to code?
No. Coding is one of several routes. No-code workflows, prompt engineering, and CustomGPTs need no programming background.
Ready when you are
One short diagnosis.
An adaptive track.
A real capstone at the end.
Approval-based access · No card required for sign-up