Real AI agent use cases, with sources and setup prompts

Build a kart racing game from a single prompt to compare coding agents

backerd_ceo5 built a Mario Kart-style racing game with GPT Codex and Claude Code from one prompt to benchmark artistic quality.

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Source

@backerd_ceo5 on X · 2026-10-21

Written in our own words. Credit to the original author. Link checked 2026-10-24.

What they did

backerd_ceo5 built a Mario Kart-style racing game with GPT Codex and Claude Code from one prompt to benchmark artistic quality.

Result (as claimed)

A side-by-side test of which agent makes better-looking games.

Tools they used

CodexClaude Code

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Write a one-page brief

    Describe the app in plain words: who it is for, the 3 core screens or actions, and what "done" looks like.

  2. Start the project with your agent

    Open Codex and paste the brief. Ask it to propose a stack and a file plan before writing code.

  3. Build one slice at a time

    Ship the smallest working flow first, run it, then add features one by one. Commit after each working step.

  4. Test it like a user

    Click through on desktop and phone. Ask the agent to add basic tests and fix anything that breaks.

  5. Check security and ship

    Keep keys in environment variables, check auth and database rules, then deploy and share the link.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Build a kart racing game from a single prompt to compare coding agents
What the original author did: backerd_ceo5 built a Mario Kart-style racing game with GPT Codex and Claude Code from one prompt to benchmark artistic quality.
Reported result (as claimed by the author): A side-by-side test of which agent makes better-looking games.
Source: https://x.com/backerd_ceo5/status/2112876268727456130
Tools they used: Codex, Claude Code
Category: Vibe coding & apps

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to compare AI models on the same prompt · How to run multiple coding agents together · How to use Claude Code and Codex together · How to make a Godot, Unity or 3D game with AI agents

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