How I created AI-generated trivia questions

Just last week, an old teammate hit me with the question: “How can I use AI to generate random trivia questions?” At the same time, I was prepping a presentation for my colleagues at DEUS, so I thought—why not turn this into a real example? And boom! The result? An AI-powered trivia generator that effortlessly creates engaging, dynamic questions! What started as a simple inquiry became a full-blown project—challenge accepted, mission accomplished!

Project overview

The Trivia Question Generator API is an exciting FastAPI-based application that brings trivia to life with AI-powered question generation across various categories! Built with Clean Architecture principles, it ensures a modular, scalable, and maintainable codebase. But here’s the coolest part—both the code and content are AI-generated! I leveraged Cursor AI to supercharge development, while Azure OpenAI handles question generation and validation, making this project a true fusion of AI and software engineering magic!

In the beginning, I kicked things off with a simple Jupyter Notebook, allowing me to iterate quickly without worrying about heavy dependencies or deployments. This lightweight approach let me refine the core solution at lightning speed! Once I had a solid foundation, I supercharged the development with Vibe Coding and Cursor, transforming it into a well-structured, clean architecture-powered repository. The result? A rock-solid, AI-driven trivia generator built for scalability and maintainability!

Main features

1. Trivia Question Generation: Utilizes Azure OpenAI to produce trivia questions and answers.​
2. Question refelect: Ensures the quality and accuracy of generated questions.​
3. Clean Architecture Implementation: Promotes separation of concerns and scalability.​
4. Tiny frontend: Small HTML, CSS and Javascript UI generated with AI
5. FastAPI: Use API to connect with the multi agent

How Vibe Coding with Cursor enhanced development

Vibe Coding is next-level development—it’s coding in the flow state, where AI becomes your ultimate coding companion! Imagine effortlessly bringing ideas to life, with real-time AI-powered suggestions, refactoring magic, and instant problem-solving. No more getting stuck—just smooth, creative, and lightning-fast development! Whether you’re brainstorming, debugging, or refining, Vibe Coding turns coding into a seamless, hyper-efficient, and even fun experience. With tools like Cursor, it’s like having a genius co-pilot, helping you build cleaner, better, and smarter—at the speed of thought!

After a few thrilling iterations with Cursor, the application took shape into a well-structured masterpiece! In the beginning, it was just a simple notebook that you can see in the repository, but as I refined the design and leveraged Cursor AI superpowers, it evolved into a clean, scalable, and powerful architecture. What started as a basic setup quickly transformed into a rock-solid repository—all thanks to the magic of AI-driven development!

app/
├── domain/
│   ├── di/           # Dependency injection
│   ├── entities/     # Domain entities
│   ├── interfaces/   # Abstract interfaces
│   └── use_cases/    # Business logic
├── infrastructure/
│   └── repositories/ # Implementation of interfaces
└── presentation/
    ├── api/          # FastAPI routes
    └── entities/     # API request/response models

Conclusion

The Trivia Question Generator API is a perfect showcase of how Clean Architecture and modern development tools can come together to build something powerful! By integrating Azure OpenAI and harnessing the magic of Vibe Coding with Cursor, this project balances both functionality and maintainability like a pro.

One quick pro tip about Vibe Coding—while it’s an absolute game-changer, if you’re not careful, you might find yourself in an AI loop, overcomplicating things and creating a messy structure. So stay mindful, keep control, and enjoy this next-level way of coding! Embrace the AI, but steer the ship!

You can also check out the AI-generated web version of the project—built automatically by an AI-powered frontend! It’s like magic, but real. Go explore and have fun! Enjoy!

For more details, visit the GitHub repo - ficiverson/trivia-quiz-ai-clean