Generative AI

This is where most of my writing goes now. I build generative AI systems and measure them: raggio, a small RAG vector database, and the AI agent loops that made it faster. Expect numbers, failed experiments and the occasional confession.

Sooner or later every RAG system sends you the same bill, and it’s written in gigabytes of RAM. The model wants memory for its weights and its KV cache. …