About

One person, multiple products, AI at the core.

B3dmar is the company behind 3ngram, Climbr, and a growing set of open-source developer tools. Founded by Sebastian Gade in Copenhagen, it exists to build products where AI is the architecture - not an add-on.

The name comes from Bedmar - the Spanish half of a Danish-Spanish surname. The holding company runs product development, open source, and select consulting engagements.

Values

What drives the work

Ship, then iterate

We get products into production fast and improve based on real usage - not hypothetical requirements.

AI as architecture

AI is a core system concern, not a feature. MCP protocols, semantic search, and agent workflows are built in from day one.

Open source where possible

Shared infrastructure like auth libraries and developer tools are open source. We contribute to the ecosystem we build on.

Small team, high bar

Every product is built, used, and maintained by its maker. No layers of abstraction between building and using.

Technology

What we build with

Backend

Python FastAPI PostgreSQL pgvector Redis

Frontend

React TypeScript Astro Tailwind CSS

AI / ML

OpenAI MCP Semantic Search Agent Systems RAG

Infrastructure

Railway Vercel Cloudflare GitHub Actions

Want to collaborate?

Open to consulting, partnerships, and interesting problems.