Luis Gustavo Oliveira

Solving "Foreign Key Hell" with a visual Data Studio 🛠️

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Hey there,

I’ve spent the last few months fixing a specific developer bottleneck: Manual Data Seeding.

As developers, we’ve all been there, writing custom scripts just to link a `user_id` to an `author_id` across multiple mock API calls. It’s tedious, error-prone, and kills your momentum.

I built @BugiaData to solve this. It started as a headless API for relational synthetic data, but today I’m launching BugiaData Studio. It’s a visual "Command Center" where you can architect complex, multi-table schemas and maintain full relational integrity in a single export (JSON, SQL, or CSV).

What I learned building the Studio:

The hardest part wasn't the data generation logic—it was building a UI that handles relational mapping across 100+ locales without feeling cluttered. I’ve integrated a React/Vite environment directly into our backend to keep the experience as fast as a local dev tool.

Check it out: https://bugiadata.com

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Rian Robertson

Wow,solving foreign key hell with a visual studio...that's a dev dream! Love the relational data focus. I'll check out https://bugiadata.com.

If you're up for it,I'm launching The Sponge on PH soon...AI-powered flashcard app + browser extension that turns webpages into spaced repetition study material. Would appreciate a follow (see "PRODUCT HUNT LAUNCH" link in profile).