Benchwise Underflow
  • Home
  • The blog
  • Partnerships
  • About
  • Contact

Benchwise Underflow

Performance, architecture and thoughtful code

Real-world insights, technical analysis, and tools to build sustainable systems. From reflection to implementation.

MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check)

MyScaleDB: Why Vector Databases Need SQL (The 2025 Reality Check)

Enterprise AI fails at scale due to "Metadata Hell" and human cognitive limits when analyzing dozens of millions of annual complex documents. Discover the benchmark-validated, anti-inconsistency polyglot architecture that transforms operational risk into a reliable roadmap for guaranteed operational quality.

November 19, 2025 Databases

Explore by Category

Databases

5 articles

Method

3 articles

Discover

From Retrieval to Reasoning: Rebuilding the Grammar of Legal Intelligence
Recent

From Retrieval to Reasoning: Rebuilding the Grammar of Legal Intelligence

November 12, 2025
Building Reliable Legal AI: Never Missing a Supreme Court Case
Popular

Building Reliable Legal AI: Never Missing a Supreme Court Case

November 12, 2025
PostgreSQL to Billions: The Architecture Migration Nobody Talks About
Random

PostgreSQL to Billions: The Architecture Migration Nobody Talks About

When your RAG app hits 5 million documents, simple PostgreSQL fails to scale and gets expensive. This article details the pragmatic migration to an affordable hybrid architecture to efficiently handle hundreds of millions of vectors.

October 25, 2025
Explore All Articles

Politique de confidentialité | Mentions légales
Copyright © Pascal CESCATO 2025 - Tous droits réservés

Profile
  • Home
  • The blog
  • Partnerships
  • About
  • Contact

Table of Contents

No headings available