A path through the catalog—not a wall around it.

Follow a practical sequence for your goal. Every course and project stays visible, with clear membership access labels.

AI-Native Software Developer

Build reliable software with AI as part of your workflow.

Start with JavaScript and interfaces everyone can use, then work up to algorithms, security, AI agents, testing them properly, system design, and shipping the same way every time.

Outcome: Ship a secure TypeScript app built with AI in your workflow: tested algorithms, tools kept inside safe limits, architecture choices you can explain, and releases you can check after they go out.
Prerequisites: No prior coding experience required
Pace: Estimated 22–30 weeks · about 30 minutes a day
Portfolio milestone: A version-controlled TypeScript app and a tool-using AI agent you have tested

Full-Stack Web Developer

Build, secure, observe, and share complete browser-to-database applications.

Master HTML, CSS, JavaScript, TypeScript, real React 19, algorithms, SQL, GraphQL, realtime sessions, secure browser/server boundaries, Git, system design, and delivery.

Outcome: Build and share a tested full-stack React app: a screen everyone can use, data only its owner can see, APIs with clear limits, realtime updates that stay correct, and deploys you can roll back.
Prerequisites: No prior coding experience required
Pace: Estimated 28–38 weeks · about 30 minutes a day
Portfolio milestone: A React issue board anyone can use, then a shareable full-stack version with its own server, database, security, and monitoring

Python & Data Developer

Turn Python and data into useful, dependable systems.

Build Python fluency, learn Git for collaboration, integrate public and authenticated APIs safely, test provider boundaries, query databases, work with vectors, and create retrieval-powered applications.

Outcome: Analyze real data and build tested tools that talk to outside APIs safely and search your own content, using Python, Git, SQL, and vector search.
Prerequisites: No prior coding experience required
Pace: Estimated 18–24 weeks · about 30 minutes a day
Portfolio milestone: Two tested Python tools that use real APIs, plus a search-powered prototype

AI Product Builder

Design, test, and ship products powered by modern AI.

After you can write basic JavaScript or Python, learn prompting, retrieval, agents, evaluation, bounded provider calls, tool use, deployment judgment, and the engineering behind useful AI products.

Outcome: Build and run a real AI product: it searches your own content, uses only the tools you approved, is tested the same way every time, has a plan for when it fails, and shows its speed and cost.
Prerequisites: Complete the JavaScript or Python beginner course first (or equivalent coding experience)
Pace: Estimated 14–20 weeks · about 30 minutes a day
Portfolio milestone: A support agent you can deploy: it searches your docs, uses tools safely, is tested, has a fallback, and stays inside a cost limit

AI Tools Mastery

Drive Claude, Codex, and Cursor well enough to ship real products.

Learn the tools people actually sit in front of. Start with Claude as a thinking and planning workspace, then drive Claude Code in the terminal, ChatGPT and Codex, and Cursor in the editor. Finish by taking one idea from a written spec to a page on the internet.

Outcome: Ship a small product you drove an agent to build: a written spec, a project the tools understand, a reviewed and tested change, and a landing page you deployed and can explain.
Prerequisites: No prior coding experience required
Pace: Estimated 12–16 weeks · about 30 minutes a day
Portfolio milestone: A written spec plus a deployed landing page you built with an AI agent in the loop

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