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home/pathways/developer-fundamentals
BeginnerLearning Pathway

Developer Fundamentals

The technical foundations every AI builder needs — APIs, Git, Docker, Python, Next.js, and modern web. Build on solid ground so AI tools amplify rather than expose gaps.

10articles
~6htotal
Beginner
Start Pathway Free →View All Pathways

What you'll learn

  • REST APIs and your first Claude API call from scratch
  • Git and GitHub: version control for every AI project you build
  • Python: the language of AI tools and automation
  • Docker: containerized deployment for AI applications
  • Next.js: the framework behind most AI-powered web apps today
  • React Server Components: how modern AI UIs are architected

Curriculum — 10 articles

01

What Is a REST API? How to Call AI APIs

HTTP, JSON, authentication, and your first Claude API call — from zero.

12m read
02

What Is Git? Push Your First Code to GitHub

Version control from zero — the one skill every builder needs.

10m read
03

Python Basics: Install and Write Your First Script

The language of AI tools — start here if you're new to coding.

10m read
04

What Is Docker? Build Your First Docker Image

Containers explained for AI builders who ship real software.

10m read
05

What Is Next.js? Build Your First Project

The framework behind most AI-powered web apps today.

10m read
06

What Are Monorepos?

How large AI teams structure multi-package codebases.

8m read
07

Modern CSS Features: Complete 2026 Guide

The CSS features that matter for building AI UIs today.

10m read
08

Web Performance: Core Web Vitals Guide

Fast AI apps start with fast foundations.

8m read
09

React Server Components: Complete Guide

The architecture shift that changes how AI-driven UIs work.

10m read
10

WebAssembly (WASM): Complete Guide

Running AI models and high-performance code in the browser.

10m read

Start learning

Developer Fundamentals

Articles10
Time commitment~6h
LevelBeginner
AccessFree
Start Pathway →

Free account. No credit card needed.

Who this is for

  • →Non-developers who want to build AI-powered tools themselves
  • →AI practitioners who need to strengthen their software engineering foundations
  • →Designers and product people who want to ship prototypes without a full engineering team
  • →Career changers entering AI from non-technical backgrounds

After this pathway

Have the technical foundations to build, deploy, and maintain AI-powered applications without depending entirely on other engineers.

Frequently asked questions

Do I need to know how to code before starting this pathway?+

This pathway is designed for people who are new to development but want to build AI-powered tools. Articles start from zero: what an API is, how HTTP works, how to install Python. If you already have software development experience, you can skip the foundational articles and focus on Next.js, React Server Components, and Web Assembly — which are specifically relevant to building AI interfaces.

Which programming language should I learn for AI development?+

Python is the dominant language for AI tooling, automation, and experimentation — it's what this pathway covers. JavaScript/TypeScript (via Next.js) is essential if you want to build web-based AI applications. Most professional AI developers are comfortable in both. This pathway covers both.

How long does the Developer Fundamentals pathway take?+

10 articles, approximately 6 hours. This is a beginner pathway intended as a foundation before tackling Building AI Agents or Claude Code Mastery.

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Go from vague requests to precise, reproducible AI outputs. The skill that underpins everything.

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Claude Code Mastery

Intermediate

Go from zero to productive with Claude Code — the terminal AI coding agent that ships real projects.

13 articles · ~7h →

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Intermediate

Understand and build the loops, harnesses, and protocols that make AI agents reliable and autonomous.

11 articles · ~6h →

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Intermediate

Navigate the crowded model market — Claude, GPT, Gemini, open-source — and understand the tradeoffs.

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