Home/Learning Paths

7 curated paths

Follow a path. Ship something real.

Curated course sequences for every goal — from complete beginner to production AI systems. Each path is sequenced deliberately: take the courses in order and every lesson builds on the last.

🧱 Zero to Full Stack 🤖 AI Builder Track 🏗️ Senior Dev Toolkit 🏗️ SaaS Founder Track ⚡ Ship with AI 💼 Freelance & Agency Track 📈 Digital Marketer Track

🧱

Zero to Full Stack

From complete beginner to shipping a real web app

The most complete beginner path — start with how the internet works, learn HTML/CSS/JS, graduate through SQL and TypeScript, and finish by shipping a real full-stack product with Next.js, Supabase, and Stripe.

👤 Complete beginners, career changers, non-technical founders who want to code⏱ Self-paced · 6–12 weeks at 10 hrs/week

Outcome: You can build, host, and charge for a web application. You understand the full stack end to end.

🧠

Think Like a Programmer

Mental models before syntax — learn how to decompose problems before writing a line of code.

$39

one-time

🌐

How the Web Works

Understand DNS, HTTP, hosting, and what happens when you type a URL — foundational for everything else.

$49

one-time

🌐

HTML Fundamentals

The structure of every webpage. Fast, essential, no fluff.

$39

one-time

🎨

CSS Fundamentals

Layout, spacing, colour, and responsive design — make things look right.

$39

one-time

⚡

JavaScript Fundamentals

The language of the web. Functions, arrays, fetch, async/await.

$49

one-time

🗄️

SQL for Builders

Every real application has a database. Learn SQL before you write a single backend route.

$49

one-time

🐙

Git & GitHub

Version control is not optional. Learn branching, PRs, and collaborative workflows.

$49

one-time

🔷

TypeScript for JavaScript Developers

Types catch bugs before they reach production. Essential for any serious project.

$49

one-time

⚛️

React Fundamentals

The most widely-used UI library. Components, state, hooks, and data fetching.

$59

one-time

▲

Next.js for Builders

The framework that runs on Vercel — routing, server components, API routes, and deployment.

$69

one-time

⚡

Supabase for Builders

Postgres + auth + realtime in one platform. Wire it to your Next.js app.

$59

one-time

🚀

Build Your First Web App

Capstone: ship a complete product — auth, payments, email, and deployment — end to end.

$79

one-time

12 courses · all include free lessons

$628total if bought individually

🤖

AI Builder Track

Level 0 to Level 6 — from how LLMs work to fine-tuning and evaluation pipelines

The only levelled AI track built for product builders who want to ship with AI — not just prompt it. Starts with how LLMs actually work, progresses through building chatbots, RAG systems, production AI engineering, multi-agent orchestration, and finishes with model evaluation and fine-tuning.

👤 Developers who want to build AI-powered products, not just use AI tools⏱ Self-paced · 10–18 weeks at 8 hrs/week

Outcome: You can design, build, evaluate, fine-tune, and deploy production-grade AI features and multi-agent workflows.

🔬

How LLMs Actually Work

Level 0 — understand transformers, tokens, temperature, training, and the model landscape before writing a single prompt.

$29

one-time

🧠

Generative AI for Builders

Level 1 — Claude API, streaming, tool use, Claude Code, MCP, prompt architecture, and eval pipelines.

$79

one-time

💬

Build an AI Chatbot

Level 2 — build a production-grade conversational AI with memory, streaming, and lead extraction.

$59

one-time

🔎

RAG & Vector Search

Level 3 — ground your AI in real data using embeddings, pgvector, and retrieval-augmented generation.

$69

one-time

⚙️

Production AI Engineering

Level 4 — evals, cost control, streaming, caching, structured outputs, observability, and the production AI checklist.

$89

one-time

🕸️

Multi-Agent Systems with Claude

Level 5 — tool use, MCP, orchestrator patterns, HITL, state management, security, and deploying agents to production.

$99

one-time

🧪

LLM Evals & Fine-tuning

Level 6 — build eval pipelines, measure output quality, fine-tune models on your own data, and ship AI with measurable improvement over baseline.

$89

one-time

7 courses · all include free lessons

$513total if bought individually

🏗️

Senior Dev Toolkit

The depth courses that take a good developer to a great one

The courses mid-level developers skip — until they get burned. Database design, auth security, payment integration, CI/CD pipelines, system architecture, and testing. Each course covers a domain that separates junior from senior work.

👤 Developers with 1–3 years experience who want depth in the areas that matter most⏱ Self-paced · 4–8 weeks at 6 hrs/week

Outcome: You design data models that survive real traffic, implement secure auth, wire Stripe billing, ship CI/CD pipelines, and reason about system architecture under load.

🗄️

Database Design for Builders

Schema design, indexing, migrations, and query optimisation — the layer most developers get wrong first.

$69

one-time

🔐

Auth Patterns

Sessions, JWTs, OAuth, MFA, and RBAC — implement auth correctly from day one, not after a security incident.

$69

one-time

💳

Stripe for SaaS

Subscriptions, webhooks, customer portal, and proration — Stripe done right instead of Stripe done twice.

$69

one-time

🔄

CI/CD with GitHub Actions

Automated tests, staging deploys, and production pipelines — ship confidently without breaking things.

$59

one-time

🏗️

System Design for Builders

Load balancing, caching, queues, monolith vs microservices, rate limiting, CDN, and incident response — the most complete system design course built for builders, not FAANG interviews.

$89

one-time

🧪

Testing for Builders

Unit, integration, and e2e testing — write tests that catch real bugs and give you confidence to refactor.

$59

one-time

6 courses · all include free lessons

$414total if bought individually

🏗️

SaaS Founder Track

Validate, build, launch, and grow a SaaS product

For founders who want to go from idea to paying customers. Covers customer discovery, pricing strategy, the technical stack, product-led growth, and how to bootstrap without VC funding.

👤 Non-technical and technical founders at the idea or early build stage⏱ Self-paced · 4–8 weeks at 6 hrs/week

Outcome: You have a validated product, a pricing model, a working tech stack, and a go-to-market strategy.

🔍

Customer Discovery

Validate before you build. Understand the problem worth solving before writing code.

$49

one-time

💰

Pricing Your SaaS

Pricing is the highest-leverage growth lever. Learn value-based, usage-based, and tier pricing.

$59

one-time

▲

Next.js for Builders

The standard stack for indie SaaS — fast, deployable to Vercel, and full-stack in one framework.

$69

one-time

⚡

Supabase for Builders

Auth + database + edge functions in one platform. The fastest path to a working backend.

$59

one-time

🌱

Product-Led Growth

Make the product do the selling — free tiers, activation moments, and viral loops.

$59

one-time

🏗️

Bootstrapping Your SaaS

Revenue before fundraising: launch sequences, early revenue, churn reduction, and the indie path to profitability.

$59

one-time

6 courses · all include free lessons

$354total if bought individually

⚡

Ship with AI

Build a full product using AI as your development partner

A shorter path for builders who want to use AI tools to ship products faster — without becoming an AI researcher. Focuses on practical AI-assisted development using Claude Code, prompt engineering, and automation.

👤 Developers and technical founders who want AI to multiply their output⏱ Self-paced · 3–5 weeks at 8 hrs/week

Outcome: You can use Claude Code and the Anthropic API to build, debug, and ship products 3–5x faster.

🤖

AI Prompt Engineering

The foundation — system prompts, XML structure, few-shot examples, and chain-of-thought.

$49

one-time

🔬

How LLMs Actually Work

Know the model you are working with — tokens, context windows, temperature, and the model landscape.

$29

one-time

🧠

Generative AI for Builders

Claude Code mastery, the Anthropic API, tool use, streaming — the practitioner's guide.

$79

one-time

⚡

AI Automation with Make & Zapier

Wire AI into your workflows without code — connect APIs, automate repetitive tasks, and build no-code AI pipelines.

$59

one-time

💬

Build an AI Chatbot

Build and ship a real AI product — streaming, memory, lead capture, and production deployment.

$59

one-time

5 courses · all include free lessons

$275total if bought individually

💼

Freelance & Agency Track

From solo developer to running a profitable client business

For developers who want to go independent — or already freelance and want to systematise it. Covers pricing, proposals, client management, productised services, and the technical skills clients pay premium rates for.

👤 Developers considering going independent, or freelancers who want to grow past time-for-money⏱ Self-paced · 3–5 weeks at 5 hrs/week

Outcome: You can price, pitch, and land client work — and build systems that let you earn more without working more hours.

💼

Freelancing & Agency Fundamentals

Pricing, proposals, client management, productised services, and the leap from hourly to retainer.

$59

one-time

▲

Next.js for Builders

The dominant stack clients expect — deploy fast, hand off cleanly, and charge more for what you know well.

$69

one-time

⚡

Supabase for Builders

Build client backends quickly — auth, database, and file storage without spinning up infrastructure.

$59

one-time

💳

Stripe for SaaS

Every web client wants payments — know Stripe well enough to implement it confidently and bill for the expertise.

$69

one-time

🔍

SEO Fundamentals

Clients pay premium rates for developers who understand SEO — add it to your proposal as a billable deliverable.

$49

one-time

🤖

AI Prompt Engineering

Sell AI integration as a service — every client is asking for it, few agencies can deliver it well.

$49

one-time

6 courses · all include free lessons

$354total if bought individually

📈

Digital Marketer Track

Every channel a modern growth marketer needs

Go from zero marketing knowledge to running SEO, paid ads, email campaigns, LinkedIn, and content strategy. Includes analytics and CRO to measure and improve everything.

👤 Founders handling their own marketing, early-stage marketers, freelancers⏱ Self-paced · 4–8 weeks at 5 hrs/week

Outcome: You can build and run a multi-channel digital marketing strategy, track performance, and improve conversion.

🔍

SEO Fundamentals

The only channel that compounds — keyword research, on-page SEO, link building, and technical fundamentals.

$49

one-time

✍️

Content Strategy & Blogging

Content fuels SEO and brand authority. Topic clusters, editorial calendars, and writing for conversion.

$39

one-time

✉️

Email Marketing Mastery

The highest-ROI channel. List building, sequences, deliverability, and campaign analytics.

$49

one-time

📢

Google Ads for Builders

Paid search with intent — campaign structure, keyword bidding, and ROAS optimisation.

$59

one-time

💼

LinkedIn for Founders

B2B distribution. Thought leadership, outbound, and content that drives pipeline.

$49

one-time

📣

Paid Social Advertising

Meta and TikTok ads — creative strategy, audience targeting, and scaling campaigns profitably.

$59

one-time

📊

Web Analytics

Understand what is actually working — GA4, funnel analysis, and data-driven decisions.

$49

one-time

📊

Marketing Analytics with GA4

Deep dive into GA4 — attribution, events, conversions, and reporting for marketing decisions.

$59

one-time

📈

Conversion Rate Optimisation

Get more from existing traffic — landing page testing, heatmaps, copy, and UX improvements.

$59

one-time

9 courses · all include free lessons

$471total if bought individually

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54 courses across dev foundations, AI engineering, digital marketing, security, and SaaS. Every course includes free lessons — try before you buy.

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