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tech 14 August 2026

How I Built a Makers' Search Engine Over a Weekend for Just $10

Learn how a developer built a custom search engine for makers, cataloging over 500,000 domains over a weekend, with a budget of just $10. A project that might inspire your own innovations.

Article inspired by the original source
I built a 500k-domain search engine for makers in a weekend for $10 ↗ alexmorleyfinch.github.io

Introduction

Imagine a search engine that allows you to discover art projects, indie software, and portfolios without being buried under a mountain of corporate documentation and SEO. That's exactly what one developer achieved by building a search engine for makers over a weekend, and for only $10. In this article, we'll dive into how this was made possible and how you could draw inspiration from this journey for your own projects.

Why a Search Engine for Makers?

Traditional search engines are often clogged with SEO-optimized content, making it difficult to discover genuine and creative content. For a developer passionate about art projects and indie software, this saturation was a problem to solve. Thus, the idea was born to create a custom search engine capable of highlighting projects often invisible on the web.

The Technology Behind the Project

To accomplish this ambitious project, the developer employed a simple yet effective set of processes:

  • A fetcher: This process retrieves basic data from each domain, focusing solely on homepages. This includes the title, main text, and outbound links, all without executing any JavaScript.
  • A worker: This process uses a local language model to analyze the retrieved data and generate a name, summary, category, and tags for each site.

With a language model of just 4 billion parameters, the approach remains light and efficient. The goal was not to create a copy of the web, but rather to capture the essence of each site.

Challenges Faced

The main challenge was to keep the project within strict limits, both in terms of budget and technical complexity. The developer deliberately avoided adding features that could complicate the project, such as IP analysis or full-page caching. This minimalist approach allowed resources to focus on the essential: indexing and describing relevant sites.

Impressive Results

In just a few days, the developer managed to catalog over 500,000 domains while keeping the total data size under a gigabyte. This feat was achieved through a one-time GPU rental and clever management of local resources. For just $10, this project demonstrates that powerful tools can be created without significant investment.

Towards New Perspectives

This project is a great example of what creative and pragmatic approaches can accomplish. It also opens the door to new ideas about how we can interact with the web and discover content that inspires us. Whether you're a developer, entrepreneur, or simply a tech enthusiast, this type of project might inspire you to explore new solutions for complex problems.

Conclusion

The creation of this search engine for makers shows that innovation is possible with limited resources. By focusing on simplicity and efficiency, this project not only solved a personal problem but also offers a valuable lesson on the importance of ingenuity in tech development. Let's discuss your project in 15 minutes.

moteur de recherche makers innovation projets technologiques développement web
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