From Prompt to Working App: How to Turn AI Conversations into Real Projects, Practical Automations, and Small Software Tools You Can Actually Use

By Marcus Ellington

You already use AI.
Now it's time to build something real with it.

If you've experimented with ChatGPT, watched tutorials, and tested prompts-but still don't know how to turn an idea into a working app-this book gives you the missing path.

From Prompt to Working App is a practical, beginner-friendly guide for people who want to build simple apps, automations, and useful software tools with AI, without needing a traditional programming background first.

This is not a hype-heavy AI book.
It's not a theory book.
And it's not a vague collection of ideas.

It's a step-by-step process for going from scattered experimentation to a small but real project that actually works.

Inside this book, you'll learn how to:

choose the right first project so you don't get overwhelmedturn a rough idea into a clear build brief AI can actually work withwrite prompts that produce more useful, more usable resultsimprove your app without changing everything at oncefix common mistakes when something breaksmake your project usable, not just technically functionalfinish your first useful build with confidenceuse the same workflow again for future projects

Whether you want to create a simple productivity tool, a work helper, a lightweight organizer, or your first real AI-assisted app, this book will help you stop circling the idea and start building it.

If other AI books felt too broad, too technical, or too repetitive, From Prompt to Working App was written to be different: clearer, more practical, and easier to apply.

You do not need to know everything before you begin.
You just need a process that helps you build something real.

• Format: Paperback
• Language: English
• ISBN: B0GXKTDCQ4
• ISBN13: 9798257730245
• Release Date: April 2026
• Publisher: Independently Published
• Length: 164 Pages
• Weight: 0.50 lbs.
• Dimensions: 0.3" x 6.0" x 9.0"