PostgreSQL with pgvector vs Vector DBs: Why Almost Nobody Needs Pinecone

During the RAG gold rush, hundreds of engineering teams signed up for $300/month dedicated vector databases to index a few thousand documents. In real production, PostgreSQL with pgvector handles that exact search in 8 milliseconds, at zero additional cost, while preserving full ACID integrity. This is the definitive architecture and performance breakdown.

September 22, 2026 · Datalaria

Project LifeOps (Part 3): Core Interactive Modules: Fitness, Library, Cinema, and Professional Kanban Board

We enter the functional engine of LifeOps: exploring dual-view ergonomics (Cards vs Table), workout tracking with dynamic paces and PBs, reading/cinema habits, and a professional Kanban board with chronological progress logging stored in PostgreSQL JSONB. Real code and design decisions inside!

September 15, 2026 · Datalaria

Project LifeOps (Part 1): Personal Operating System Architecture and FastAPI + Supabase Backend

Tired of juggling 5 different subscription apps for workouts, reading lists, and project management, I built LifeOps: a unified, scalable, and 100% free personal OS powered by FastAPI and Supabase. Here is the architecture breakdown!

September 10, 2026 · Datalaria

The Risk Map: Architecting an Obsolescence-Immune Data Foundation

1. The Flat Table Trap (Excel is Dead) 📡 Official Datalaria Application Agentic Radar v1.0.1 AI-powered Executive Dashboard for 24/7 supply chain risk mitigation. View App Details & Evolution →Open Live App ↗Try Demo 🚀Contact ✉️ Managing an industrial Bill of Materials (BOM) through spreadsheets is a structural deficiency. Excel provides a two-dimensional environment for a three-dimensional problem. Hardware engineering and manufacturing dependencies operate under a graph logic. ...

April 18, 2026 · Datalaria

From Zero to Hero: Create a Cyberpunk Snake Game with Real-Time Ranking using Supabase and Vanilla JS

Remember classic Snake? We’ve brought it to the future with a Cyberpunk aesthetic and connected it to the cloud. In this ‘From Zero to Hero’ tutorial, you’ll learn to build ‘Neon Snake’ using Vanilla JS for the game and Supabase to persist scores in real-time, without needing a complex backend server.

February 14, 2026 · Datalaria