I Built a Directory of Real AI Use Cases and Prompts (200+ Pages)
Over the past few months, AI tools have exploded.
But most content online still focuses on generic prompts or surface-level examples.
As a developer and product enthusiast, I kept running into the same problem:
I wanted to see real workflows showing how professionals actually use AI.
Not just prompts like:
"Write a blog post about productivity."
But practical workflows like:
- Debugging code faster with AI
- Generating unit tests automatically
- Automating customer support replies
- Creating product requirement documents with AI
So I decided to build something to solve that problem.
The Idea
I created a website called UseCasePilot.
The goal is simple:
Document real AI workflows, prompts, and tools that professionals can use immediately.
Instead of listing random prompts, the site focuses on structured use cases.
Each page includes:
- the workflow
- example prompts
- recommended AI tools
- step-by-step instructions
You can explore it here:
What the Site Contains
Currently the site includes:
- 100+ AI use case guides
- AI prompt libraries
- Prompt templates for developers
- AI tools recommended for each workflow
Example categories include:
AI for Software Engineers
Workflows like:
- AI for Code Review
- AI for Bug Triage
- AI for Debugging
- AI for Writing Unit Tests
Each workflow explains how to apply AI in real development tasks.
AI Prompt Libraries
The site also includes prompt libraries for specific tasks.
For example:
AI prompts for debugging code:
https://usecasepilot.org/ai-prompts/debugging
These prompts can be used with ChatGPT, Claude, or other AI assistants.
Prompt Templates
There are also ready-to-use prompt templates.
Example:
ChatGPT Prompt for Debugging Node.js Code
https://usecasepilot.org/prompt-templates/chatgpt-debug-node
Each template includes:
- the prompt
- example input
- expected output
- tools that help automate the workflow
Why I Built This
Most AI content today focuses on:
- hype
- generic prompts
- tool lists
But what professionals actually need is structured guidance.
Something closer to:
“Here is the exact workflow you can use tomorrow.”
That’s the idea behind the project.
Tech Stack
For those curious about the technical side, the site is built using:
- Next.js
- TypeScript
- MDX
- programmatic SEO architecture
- Supabase (planned CMS)
The pages are generated programmatically based on structured content.
This allows the site to scale without sacrificing quality.
What's Next
I plan to keep expanding the library with:
- more AI workflows
- more prompt templates
- real examples from different professions
Especially areas like:
- product management
- marketing automation
- customer support
- developer productivity
Feedback Welcome
This project is still evolving.
If you have ideas for AI workflows or prompts that should be documented, I’d love to hear them.
And if you're curious, you can explore the project here:
Thanks for reading.
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