Every tutorial teaches you prompt engineering. Write clear instructions. Use few-shot examples. Add a system message. And for simple demos, that's enough.

But the moment you try to build something real — a customer support agent that remembers conversation history, a code assistant that understands your entire codebase, a document analysis...