Writing

Notes on building production LLM systems, primarily drawn from work at Upheal and on Lexomat. Topics include LLM evaluation, RAG architecture, prompt engineering at scale, provider benchmarking, and the engineering trade-offs that don’t show up in the LLM marketing literature.

First post coming June 2026. Subscribe via RSS to be notified.