AI Programming: 2048 Game Development

Author: SparkToAI
Published: September 29, 2025

Human Idea

2048 is a very simple game. Its core gameplay involves moving and merging tiles to achieve a higher score.

Last time, we successfully developed a Schulte Grid training game using AI programming. During that development process, the game interface layout consumed a significant amount of time.

This time, after discussing with DeepSeek, we finalized the prototype diagram and development requirements for the 2048 game to ensure the AI accurately understands our development goals.

2048 Game Prototype Diagram

2048 Game Development Requirements

Project Overview

Develop a minimalist-style 2048 number game that adapts to various screen sizes and supports touch operations on mobile devices.

Core Functional Requirements

1. 4x4 game grid layout
2. Number tile generation and movement
3. Mechanism for merging identical numbers
4. Score calculation and display
5. Win/loss condition determination
6. Restart functionality

Technical Requirements

1. Develop using pure HTML5/CSS3/JavaScript
2. Responsive design, compatible with mobile/tablet/desktop
3. Support for keyboard arrow key controls
4. Support for touch swipe operations on mobile devices
5. Local storage for high score record

Interface Requirements

1. Minimalist design style
2. Clear visual hierarchy
3. Comfortable color scheme
4. Intuitive operation feedback

Refer to the attached 2048 game prototype diagram for the interface layout.

Game Rules

1. Initially generate 2 number tiles (either 2 or 4)
2. Generate a new tile after each move
3. Tiles with the same number merge upon collision
4. Victory is achieved by creating a 2048 tile
5. Game over when the grid is full and no merges are possible

Deliverable

A single HTML file containing the complete game code, executable directly in a browser.

AI Programming

First, create a new Qoder project, add the 2048 game prototype diagram to the context, submit the development requirements to Qoder, and wait for Qoder to generate the code.

Version 1

The first version completed by Qoder:

The interface of the first version was partially functional. However, during testing, it was found that using the arrow keys to move the number tiles did not move them in the intended direction; this needs fixing. Also, the number tiles lacked animation during movement and need optimization.

Version 2

Submitted the following bug fixes and optimizations to Qoder for the second version:

1. Fix the issue where using arrow keys does not move number tiles in the specified direction.
2. Add animation effects for number tile movement.
3. Add new number tiles only after the current move animation is complete.

The second version completed by Qoder:

After testing, the second version perfectly meets the 2048 game development requirements. 🎉 💯

Development Summary

This AI programming project involved developing the 2048 game. Building upon previous projects, a game prototype diagram was added. With just two iterations, Qoder generated the complete game code that fulfilled our requirements. This proves that providing clear requirements to AI can significantly save time and communication costs, increasing the probability of successful project development.

Online Experience: 2048 Game