July 14, 2026
First hardware for a self-hosted LLM: you almost certainly don't need a cluster
What a product assistant actually needs — one GPU, a 2GB embedder, an OpenAI-compatible API — and what you should not buy.
engineering leader · self-hosted LLM economics
Production numbers, not benchmarks.
What a product assistant actually needs — one GPU, a 2GB embedder, an OpenAI-compatible API — and what you should not buy.