How I Built Flappy Bird in minutes Using AI — With Just 2 Prompts

3 min readApr 28, 2025

Prompt engineering: A superpower for modern developers.

Ever wondered how fast you could build a complete Flappy Bird game in Java?

Spoiler alert: AI made it insanely easy.

This article isn’t just about building a simple game — it’s a blueprint for how AI + good prompts = future of development.

The Power of Good Prompting

Before I show you the final result, let’s talk about the most critical skill when working with AI: Prompt Engineering.

It’s simple:

the better you ask, the better you get.

Here’s exactly how I prompted AI for this project:

✅ PROMPT 1 (Initial Build)

“Build a Flappy Bird game in Java. Use Swing. Implement gravity, pipes, jumping, scoring, and collision detection. Keep it simple but playable.”

This prompt gave me a working version of Flappy Bird — fully functional with basic colors and shapes.

It had:

  • Gravity physics
  • Pipe obstacles
  • Scoring system
  • Collision detection
  • Restart mechanism
Screenshot after Prompt-1

✅ PROMPT 2 (Polish It!)

“Now, polish the Flappy Bird game: add background images, custom bird and pipe images, sound effects for jump/collision/scoring, smoother animations. Also list the required assets.”

This upgrade took the game from a simple prototype to an actual mini-product:

  • Beautiful background
  • Cute bird and pipes
  • Realistic sounds(flap, collision, score point)
  • Smoother movement and animation
  • Asset management
Screenshot after Prompt-2

Why AI + Coding is the Future

The future isn’t “AI replaces developers.”
It’s developers who know how to collaborate with AI replacing those who don’t.

By leveraging AI:

  • You save 70% time on boilerplate and repetitive work
  • You focus on creativity (not typing boring stuff)
  • You learn faster by reading AI-generated code
  • You build faster, prototype faster, and ship faster 🚀

Coding is not going away.
But coding with AI is the real superpower.

GitHub Repository

I’ve open-sourced the entire project here:
👉 https://github.com/Aaleen110/flappy-bird-java

If you found this useful or inspiring, please drop a ⭐️ on the repo — it would mean the world! 🙌

What You Can Do Next

Now that you have a playable Flappy Bird built with AI’s help, the real fun begins!

Here are some ideas and suggested prompts you can use to level up the game even further:

  • “Add multiple difficulty levels that increase the pipe speed and gravity over time.”
  • “Implement a high-score system that saves the best score even after restarting the game.”
  • “Add a start menu with ‘Play’, ‘Instructions’, and ‘Exit’ buttons.”
  • “Create animated sprites for the bird flapping wings during jump and fall.”
  • “Add parallax scrolling for the background to make the game feel more dynamic.”

The list is endless…

Final Thoughts

With just two thoughtfully crafted prompts, I built a game that would’ve taken hours (maybe days) otherwise.

Lesson learned:

The real skill today isn’t just “how to code.”
It’s “how to command AI to code for you.”

And trust me — the better you get at it, the bigger your unfair advantage becomes.

So what will you build next with AI? 🚀

TL;DR

Prompt smart ➡️ Build fast ➡️ Polish faster ➡️ Ship 🚀.

Welcome to the future of development.

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Aaleen Mirza
Aaleen Mirza

Written by Aaleen Mirza

Life-long learner | Enthusiastic | Software Developer

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