Insights
Notes from building production AI
Practical writing on LLM apps, AI agents, automation and the engineering behind them.
RAG vs fine-tuning: which one does your AI project need?
RAG vs fine-tuning, explained for teams building on LLMs: what each one changes, when to use which, and why most projects should start with RAG.