
Become a smarter builder
Understand the principles behind what AI builds. Earn credits as you learn, spend them on AI features.
Learn while the AI is building
Every task that runs maps to a short lesson. When the agent writes auth, a primer on magic links appears. When it wires a database, you see a query-safety reminder. Real context, zero hunting.
What is a magic link?
A passwordless login β we email a one-time link that signs you in. No password storage, no reset flow, same security as email.

Why learning matters when you vibe code
AI writes code fast β but without understanding, you can't tell good code from dangerous code. Insecure auth, broken queries, apps that crash under load β all avoidable if you know the fundamentals.
Learning Paths

JavaScript Essentials
13 lessons Β· ~1h 31m
The language of the web β variables, functions, async, and how JS actually works under the hood.
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React Fundamentals
14 lessons Β· ~1h 38m
Build UIs with components β state, props, hooks, and the React mental model.
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Full-Stack Foundations
17 lessons Β· ~1h 59m
Backend, databases, APIs, auth β everything you need to ship a complete app.
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Developer Workflow
16 lessons Β· ~1h 52m
The tools every dev uses daily β Git, npm, TypeScript, and the terminal.
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AI & Vibe Coding
14 lessons Β· ~1h 38m
How AI builds apps β prompting, agent patterns, BYOK, and the future of development.
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AI Models: Pick the Right Brain
14 lessons Β· ~1h 38m
Claude vs GPT vs DeepSeek vs Gemini β what each family is good at, what omni and multimodal actually mean, reasoning models, embeddings, local-running, eval, cost optimization, privacy, and how to pick without wasting money.
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Understand What AI Built
9 lessons Β· ~1h 3m
The skills that separate vibe coders from informed vibe coders β reading AI output, spotting hallucinations, investigating dependencies, and debugging Next.js gotchas.
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Security Essentials
10 lessons Β· ~1h 10m
Protect your apps from attacks β XSS, auth vulnerabilities, HTTPS, rate limiting, and secure coding practices.
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Performance & DevOps
11 lessons Β· ~1h 17m
Make your apps fast and reliable β optimization, CI/CD, Docker, monitoring, and production best practices.
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Ship Your First App
14 lessons Β· ~1h 38m
The honest guide to getting code off your laptop and onto the internet β GitHub, the terminal, env vars, deploys, the whole pipeline demystified.
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Creator Toolkit
10 lessons Β· ~1h 10m
Build the playful stuff β soundboards, memes, doodle pads, short videos. The primitives that power every browser-based creative tool.
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