Artem Wolynski — AI / forward-deployed engineer. Writing on evals, agents, RAG, and shipping LLM systems to production.https://artemwolynski.com/https://artemwolynski.com/writing/rejected-over-rag/https://artemwolynski.com/writing/rejected-over-rag/I lost a job offer over a topic I could design but had never operated. So I built the system myself. The main lesson: the dataset decides the architecture. Every mistake I made was a data question I answered too late.Tue, 21 Jul 2026 00:00:00 GMThttps://artemwolynski.com/writing/what-this-site-is/https://artemwolynski.com/writing/what-this-site-is/Field notes from forward-deployed AI work — and why I'm writing them down in public.Sun, 12 Jul 2026 00:00:00 GMT