Blog

Technical insights and product updates

EngineeringJanuary 15, 20268 min

Introducing Vec2Vec: Unifying Vector Databases Without Reindexing

How we built a translation layer that lets you query Pinecone, Weaviate, and Chroma in the same request.

ArchitectureJanuary 8, 20266 min

Why Federated Search Beats Centralized RAG

The case for keeping your data where it is and building a query layer on top.

SecurityDecember 28, 20257 min

Semantic Firewalls: Beyond Document-Level Access Control

Traditional permissions don't work for AI. Here's how Shield blocks data at the meaning level.

TutorialDecember 15, 202512 min

Building MCP Endpoints with Metalogue

A step-by-step guide to exposing your organizational context to Claude and Cursor.

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