FOR VIBE CODERS WHO WANT TO LEVEL UP
Learn how computers, software, networks, and security work — without writing a single line of code. The CS fundamentals every builder needs, explained for humans.
THE CURRICULUM
Each layer builds on the last — from raw hardware up to the AI tools you use every day.
How computers work — CPU, RAM, storage, the terminal, and the OS that ties it all together.
Languages, dependencies, Git, project structure — the building blocks of every codebase.
Data structures, async execution, error handling — understand what AI writes for you.
HTTP, DNS, ports, SSL — the infrastructure connecting every app and service.
Frontend, backend, databases, APIs, state management, architecture patterns.
API keys, OAuth, webhooks, SDKs — the connective tissue between services.
CI/CD, Docker, cloud providers, monitoring — from localhost to production.
Encryption, SSH, vulnerabilities, secure coding — protecting your apps and users.
ML fundamentals, transformers, tokenization, LLMs — understand the tech powering everything.
Chain-of-thought, few-shot, RAG, structured output — the science of directing AI.
Tool use, memory, multi-agent patterns, orchestration — AI that takes action.
IDE agents, CLI generators, rules files, testing with AI — your modern dev stack.
Design principles, component libraries, UX fundamentals — craft that ships.
Finding problems, MVPs, pricing, launch, growth — from idea to revenue.
WHO THIS IS FOR
You can ship apps with Cursor and v0. You can prompt Claude into building anything. But when something breaks — or when you want to build something real — the gaps show. This course fills them.
When you understand what's happening under the hood, your prompts get sharper. You stop guessing and start engineering.
Know why something broke — not just that it broke. Trace problems from the UI down to the network layer.
Understand how databases, servers, APIs, and frontends connect. Ship with confidence, not crossed fingers.
HOW IT WORKS
Every layer follows the same rhythm — so you build real understanding, not just familiarity.
Bite-sized lessons that respect your time
Video explanations that make concepts click
Test your understanding immediately
AI-generated challenges tailored to you
You wouldn't do calculus without knowing your times tables. Don't build software without understanding the stack.
Start for free