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wtf is ai-test-case?

ruanyf/ai-test-case — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2026-03-01

★ 133BladeAudience · developerComplexity · 2/5MaintainedSetup · easy

TL;DR

A set of real-world coding challenges used to benchmark how well AI assistants like Claude and ChatGPT can build working applications from plain-English prompts.

Mindmap

mindmap
  root((repo))
    What it does
      AI coding benchmark
      Real app challenges
      Human judged results
    Challenges
      Frontend redesign
      Physics simulator
      PHP to JS migration
      CLI word cloud
    Tech Stack
      HTML CSS JS
      PHP
      macOS native app
    Use Cases
      Compare AI models
      Measure coding ability
      Inspire your builds
    Audience
      Researchers
      Tech companies
      Content creators

Code map

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filefunction / class

Why would anyone build with this?

REASON 1

Benchmark different AI coding assistants against the same real-world build tasks

REASON 2

Use the included prompts to have an AI build a project you actually want

REASON 3

Compare AI performance on frontend, game dev, physics, and CLI challenges

What's in the stack?

HTMLCSSJavaScriptPHP

How it stacks up

ruanyf/ai-test-casemugisha-eric-250/employeemanagementsystemmugisha-eric-250/employeerecruitmentmanagementsystem
Stars1331212
LanguageBladeBladeBlade
Last pushed2026-03-01——
MaintenanceMaintained——
Setup difficultyeasymoderatemoderate
Complexity2/53/53/5
Audiencedeveloperdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min

Yoink these prompts

Prompt 1
Build a modern landing page redesign using only HTML, CSS, and JavaScript, no build tools or frameworks allowed.
Prompt 2
Write a command-line word cloud generator that reads a text file and outputs a visual word cloud.
Prompt 3
Build a simple gravity and physics simulator I can view in a browser using plain JavaScript.
Prompt 4
Migrate this PHP application to JavaScript while keeping the same functionality.
Prompt 5
Build a native macOS app for creating presentation slides, similar to Keynote.

Frequently asked questions

wtf is ai-test-case?

A set of real-world coding challenges used to benchmark how well AI assistants like Claude and ChatGPT can build working applications from plain-English prompts.

What language is ai-test-case written in?

Mainly Blade. The stack also includes HTML, CSS, JavaScript.

Is ai-test-case actively maintained?

Maintained — commit in last 6 months (last push 2026-03-01).

How hard is ai-test-case to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is ai-test-case for?

Mainly developer.

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