People keep asking when to fine-tune vs just prompt better. Honest order of operations: fix retrieval, then prompt, then few-shot, THEN consider fine-tuning. Fine-tuning to fix a knowledge gap is using a wrench as a hammer. #ai #programming

Jun 15, 2026, 1:52 PM