Who this series is for
You already write software. You’re comfortable with a code editor, a terminal, and version control. You’ve probably used GitHub Copilot’s autocomplete or asked ChatGPT to explain an error message. This series picks up from there.
If you can clone a repo, install dependencies, and open a pull request — you have everything you need to follow along. If terms like “PR,” “CI,” or “environment variable” are unfamiliar, you’ll want to learn the basics first.
Required tools
Install these before starting Chapter 1. Every hands-on exercise in the series assumes they’re available.
1. Visual Studio Code
VS Code is the primary editor throughout the series. As of version 1.99 (April 2025), GitHub Copilot is built in — no separate extension required.
- Download: code.visualstudio.com
- Minimum version: 1.99+
- Verify: Open VS Code →
Help→About→ check the version number
2. Node.js
Most code examples use JavaScript or TypeScript. Node.js is also needed to run MCP servers and various CLI tools.
- Download: nodejs.org (use the LTS version)
- Minimum version: 22+
- Verify:
node --version
# Expected: v22.x.x or higher
3. Git
You need Git for version control and to interact with GitHub repositories.
- Download: git-scm.com (or install via your OS package manager)
- Minimum version: 2.39+
- Verify:
git --version
# Expected: git version 2.39.x or higher
4. A package manager: npm or pnpm
npm ships with Node.js. Several chapters also use pnpm in examples — either works, but if you want to follow the examples exactly:
# npm is already installed with Node.js
npm --version
# To install pnpm (optional, but used in many examples)
corepack enable
corepack prepare pnpm@latest --activate
pnpm --version
5. GitHub account + Copilot access
You need a GitHub account with access to GitHub Copilot.
- Create an account: github.com/signup (if you don’t have one)
- Copilot access: The Free tier works for most exercises. Copilot Pro is recommended — it removes the monthly completion limits that might interrupt your workflow during longer exercises
- Verify: Open VS Code, click the Copilot icon in the status bar, and sign in with your GitHub account
Recommended (not required)
These tools appear in specific chapters. You don’t need them upfront — install them when the chapter calls for them.
| Tool | Used in | Purpose |
|---|---|---|
| Copilot CLI | Ch 3, 5 | Command-line AI assistant (gh copilot suggest, gh copilot explain) |
| Docker | Ch 13, 14 | Running MCP servers and containerized environments |
| jq | Ch 14 | Parsing JSON in hook scripts |
| Playwright | Ch 9 | E2E test examples |
| Python 3 | Ch 9 | Alternative test coverage examples (pytest) |
Each chapter that introduces an optional tool includes installation instructions in context.
Knowledge this series assumes
The series teaches AI-assisted engineering workflows — not programming fundamentals. Here’s what you should be comfortable with before starting:
Must-have
- Terminal basics — navigating directories (
cd), running commands, reading output. You don’t need to be a shell expert, but you shouldn’t be afraid of the command line. - JavaScript or TypeScript — most code examples use TypeScript. You need to read and understand basic syntax: functions, types, async/await, imports. You don’t need to be an expert — the AI will help.
- Git fundamentals — clone, commit, push, branch, merge. You should know what a pull request is and how to create one.
- GitHub navigation — creating repositories, opening issues, reviewing PRs on github.com.
Helpful but not required
- REST API concepts — HTTP methods, status codes, JSON request/response. Chapters 4 and 17 use API examples extensively.
- Testing concepts — what unit tests, integration tests, and E2E tests are. Chapter 9 explains the workflow but assumes you know the basic taxonomy.
- CI/CD basics — what GitHub Actions does and why you’d want automated pipelines. Chapters 6, 14, and 15 use workflows.
- Another programming language — some examples use Python, Go, or SQL to show that the workflows are language-agnostic. You don’t need to know these languages — the principles transfer.
Operating system
The series is OS-agnostic. Keyboard shortcuts are given for both macOS (Cmd) and Windows/Linux (Ctrl). Installation commands cover Homebrew (macOS), apt (Linux), and WinGet (Windows) where applicable. Hook scripts show both Bash and PowerShell variants.
If you’re on Windows, you’ll have the smoothest experience using WSL 2 (Windows Subsystem for Linux) for terminal commands, though it’s not strictly required.
Quick setup checklist
Run these commands to verify everything is ready:
# Check VS Code (run from terminal)
code --version
# Expected: 1.99.x or higher
# Check Node.js
node --version
# Expected: v22.x.x or higher
# Check Git
git --version
# Expected: git version 2.39.x or higher
# Check npm
npm --version
# Expected: 10.x.x or higher
# Check GitHub authentication (optional but helpful)
gh auth status
# Expected: Logged in to github.com
If all commands return valid versions, you’re ready. Open Chapter 1 and let’s get started.
Next up: Ch 1 — Introduction & Overview — the tool landscape, what AI can and can’t do, and the mental model that ties this series together.