Learning path

Learning AI as a Full-Stack Developer

AI can help full-stack developers move faster on boilerplate, debugging, tests, and docs. This path shows you how to use it well without giving up control.

Beginner

IT and development

Start the path

Your path

Everything in the Full-Stack Developer AI kit, in the order that makes sense. Members tick off each step and see their progress.

Day 1 · 15 minutes

Set up your AI

We guide you through each click.

Add the Full-Stack Developer AI kit to your AIDownload it for your AI (it installs as a plugin) and follow the steps

Set-up

Optional: connect the AI CoachYour kit stays up to date by itself, plus a daily brief in your AI

AI Coach

Course: AI for Full-Stack DevelopersHow to talk to AI for your job

Prompt course

Try: Daily Coding BasicsLike "Generate Component Boilerplate Draft"

Prompts

Try: Debugging And ErrorsLike "Debug A Stack Trace"

Prompts

Week 1

Let skills do your everyday tasks

Code debugging assistantTraces errors and failing tests, then fixes them, like debugging a TypeError in your Node service from a pasted stack trace.

Skill

Web debugging assistantDiagnoses browser and web app errors, like a 500 on a Next.js route that only fails in production.

Skill

Agency senior backendDesigns APIs, microservices, auth flows and database architecture, like a rate-limited REST API with role-based access.

Skill

Course: RACE Prompt Framework: Role, Action, Context, ExpectationPrompt framework course

Certificate

Week 2

Connect your apps and pick your AI apps

Jira and GitHub MCP serverLets your AI look up Jira issues and handle GitHub branches, commits, and pull requests for you.

MCP server

Snyk Studio MCP serverLets your AI run Snyk security scans on your code and show you the findings in plain chat.

MCP server

Github CopilotGitHub Copilot is an AI-powered coding assistant that seamlessly integrates into popular editors, offering real-time code suggestions and entire functions. It e

AI app

GitHub Copilot ChatGitHub Copilot Chat boosts coding efficiency by providing context-aware code suggestions and answers, helping developers focus on problem-solving and architectu

AI app

Course: Cursor Essentials: Beginner’s Guide to AI-Powered Coding in VS CodeVideo course

Certificate

Week 3

Hand whole tasks to AI agents

Dependency Upgrade Rehearsal AgentDependencies stay current through tested, reviewable upgrade patches.

AI agent

Flaky Test Reproduction AgentEvery flaky test ends with a reproducible cause or a documented set of ruled-out causes.

AI agent

Course: Claude Code Best Practices: Optimize AI Coding Workflows and ProductivityVideo course

Certificate

Week 4

Build your own tools

Full-stack app generation and deployment workspaceGenerate and deploy a full app in one place, so you stop stitching tools and still own the code.

App to build

Fullstack DeveloperBuild complete features spanning database, API, and frontend layers as a cohesive unit.

Grok Bot

Course: Claude Code Masterclass: AI-Assisted Development in 33 MinutesVideo course

Certificate

Course: Prompt Engineering for Web Devs - ChatGPT and Bard TutorialVideo course

Certificate

After that

Keep growing

AI Coach: your daily brief and weekly certificationNews, tools and one idea a day for full-stack developers

AI Coach

RACE Prompt FrameworkTake the exam and get certified

Certificate

Certification in Building AI-Enhanced Code Solutions with VS CodeTake the exam and get certified

Certificate

Everything for full-stack developers

All the courses, certifications, AI tools, MCP servers and apps for full-stack developers, most relevant first. Open any list to see more.

About this learning path

6 topics

AI for Full-Stack Developers: A Practical Path

Full-stack work asks you to hold many pieces at once: frontend, backend, database, security, deployment, and the people waiting on your updates. AI can take some weight off the repetitive parts so you can spend more time on design, decisions, and clean code.

This path is built for working full-stack developers. It starts with setup questions, helps you connect your AI tool, then walks through the skills you need for your job, this prompt course, and video courses chosen for full-stack work, including their certifications.

Why AI matters now
The job keeps growing wider. You are expected to know more tools, ship faster, and keep systems safe. AI can help you read errors, draft code, write tests, and explain systems without adding hours to your day.
It also changes what clients and teams expect. Developers who can use AI with good judgment stand out because they deliver clear work and avoid careless mistakes.
What the path includes
You begin with setup questions and a short guide to connecting your AI tool. Then you work through skills for the job inside your AI, followed by this prompt course with nine lessons built around real full-stack tasks.
The path also includes video courses picked for full-stack developers. Each one lists the certifications you can earn, so you can show what you have learned.
How it saves you time
AI is useful when you are stuck on a blank page, a confusing error, or a task you have done many times. It gives you a first draft, a plain explanation, or a checklist you can improve.
That means less time hunting through logs, writing boilerplate, and formatting docs. You still review everything, but you start from something useful instead of nothing.
How it protects your career
Teams want developers who can work with AI safely and well. This path teaches you to keep secrets out of prompts, check output, and use AI as a helper, not a replacement for your judgment.
You also build habits that matter over time: clear documentation, tested code, and better estimates. Those habits make you harder to replace and easier to trust with important work.
How to start
Start with the setup questions so your AI tool knows your stack and preferences. Connect your AI, then take the prompt course lesson by lesson.
After that, choose a video course that matches your next goal. Try each new prompt on a real ticket, not a fake example, so the habit sticks.
Frequently asked questions
Do I need to be an AI expert to use this path?
No. The path assumes you are good at full-stack work, not AI research. It explains the setup and prompts in plain language and focuses on tasks you already do.
Which AI tool should I use?
You can use ChatGPT, Claude, Gemini, or another approved tool at your company. The lessons focus on how you ask, what context you give, and how you check the answer. The habits work across tools.
Will AI replace full-stack developers?
AI can write code and explain errors, but it still needs a developer to set direction, review tradeoffs, and keep systems safe. The path helps you use AI to do more of the work that matters.
How long does the learning path take?
You can move at your own pace. Many people start with the setup and prompt course, then add video courses as their schedule allows. The goal is steady practice, not rushing.

Start this path

Become an AI expert full-stack developer

$9/month, billed yearly

The full Full-Stack Developer AI kit
10 courses and certificates
Track your progress, step by step
We guide you through every step

Get my AI kit

The Full-Stack Developer AI kit

Every skill, prompt, AI agent and connection in the kit.

Open the AI kit →

At a glance

Type: Learning path
Level: Beginner
For: IT and development
Steps: 9
Video courses: 173
AI tools: 24
MCP servers: 12
Apps to build: 12
Updated: September 27, 2026

Your learning path

The courses for your job, in the right order

Picked for your job from our 700+ courses
Every course ends in a certificate
Part of your job's AI kit, with skills and AI agents

500+ jobs · no sign-up to look

Watch, then get certifiedAn exam after every course and a certificate for LinkedIn.

Your path

Set up your AI

Let skills do your everyday tasks

Connect your apps and pick your AI apps

Hand whole tasks to AI agents

Build your own tools

Keep growing

Everything for full-stack developers

Take the prompt courses

RACE Prompt Framework: Role, Action, Context, Expectation

AI for Full-Stack Developers (Prompt Course)

Watch the video courses or add them to your Favorites for later

Cursor Essentials: Beginner’s Guide to AI-Powered Coding in VS Code

Claude Code Best Practices: Optimize AI Coding Workflows and Productivity

Claude Code Masterclass: AI-Assisted Development in 33 Minutes

ChatGPT Power User Guide: Boost Productivity, Creativity & Research Fast

Prompt Engineering for Web Devs - ChatGPT and Bard Tutorial

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

Google Gemini CLI: Free AI Coding, Automation, and Workflow Guide

Stop Prompting AI Wrong: Context-First Prompt Engineering

Agentic Coding Essentials: 3 Folders to Supercharge AI Codebases

Claude Code Course: Autonomous Dev, MCP Tools & VS Code Setup

Essential AI Skills: Prompt Engineering, Agents, Open-Source AI

Anthropic's Free 7-Hour Claude Code Course: From CLI to Agent SDK

Build a Full Stack AI-Powered Web App with ChatGPT API

What is Generative AI and how does it work?

ChatGPT Prompt Engineering: Proven Techniques for Powerful AI Results

Google Gemini AI Free Course: Setup, Prompts, Tools & Gems

Claude Code Complete Guide: From Setup to Advanced Workflows

One-Click AI Web Development Tutorial - Learn how to Turn Figma Designs into Working Code using AI

How to Use ChatGPTs Custom Instructions

Gemini CLI Essentials: Free Open Source AI Coding Agent for Developers

GPT-5 Features Made Simple: Complete Beginner’s Guide to New Capabilities

Advanced Prompt Engineering for LLMs: Workflows & Templates

Generative AI Essentials & Projects: Build LLM Apps, RAG, Agents

ChatGPT Course – Use The OpenAI API to Code 5 Projects

Becoming an Ultimate Prompt Engineer Specialist (from Beginner to Profesional)

Archon OS: Enhance AI Coding with Real-Time Collaboration & Custom Knowledge

Claude Code Course: Zero to Advanced - Build Apps & Automations

Claude AI Tutorial for Beginners: Build Your Complete AI Workflow

How to Use ChatGPT from Beginner to Professional

Understanding ChatGPT projects

AI Fundamentals from Google Experts | Professional Certificate

Intro to AI Engineering – OpenAI JavaScript Tutorial

Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js, Vercel, OpenAI

How to Integrate ChatGPT into Microsoft Excel

Google Firebase Studio: Build AI-Powered Full Stack Apps for Free

Build Reliable AI Apps with Lovable: Step-by-Step Project Guide

Prompt Engineering Fundamentals: Key Techniques for Generative AI Developers

ChatGPT Agent Mode: Automate Workflows, Research, and Daily Tasks

Create and Deploy Websites and IaC by Chatting with AI

ChatGPT Codex Essentials: AI-Powered Coding and GitHub for Beginners

Model Context Protocol (MCP) for Developers: Integrating AI with DevTools

Integrating External APIs with Function Calling in Generative AI (Beginner)

AI Agent Skills Crash Course with Claude Code and skills.sh

Microsoft 365 Copilot Agent Builder: Create & Customize AI Agents Hands-On

Learn LangChain.js - Build LLM apps with JavaScript and OpenAI

AI in Word, PowerPoint, Excel with Microsoft Copilot

How to Use Microsoft Copilot in Microsoft Word!

Model Context Protocol (MCP) Quickstart: LLM Tools & Servers

Claude Cowork 101: Setup, Connectors & Automation (Free)

Agentic AI in 30 Minutes: AI Agent Workflows, Tools, Evaluations

Pydantic Crash Course: Data Validation for Python & AI Apps

Learn to Code using AI - ChatGPT Programming Tutorial (Full Course)

Google's 9 Hour AI Prompt Engineering Course In 20 Minutes

Microsoft Copilot AI, Full Course For Beginners

LangChain Essentials: Build LLM Apps with Python in Under 1 Hour

ChatGPT vs Gemini vs Grok: Ultimate Guide to Top AI Model Features & Comparison

Google AI Studio: Use Gemini for Images, Video, and No-Code Apps

Rapid App Prototyping with Lovable and Cursor AI Agents: Agile Workflow

Vibe Coding: How to Build Software with AI Agents—No Coding Experience Needed

How to use Google Sheets Built-in AI capabilities

Understanding and Effectively Using AI Reasoning Models

How to Track Tasks with Microsoft Copilot

Microsoft Copilot in Outlook & Teams

AI Coding Agents in Action: Building Apps with Claude Code & Opus 4

ChatGPT Agent Mode: Features, Setup, and Powerful Use Cases Explained

xAI Grok 4 for Beginners: Prompts, Tools, Search & Grok Vision

API Essentials for AI Agents: Build Smart Workflows with n8n Integration

Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More