System prompts fail in predictable, mechanical ways. This post separates beginner mistakes from advanced ones, with concrete fixes, code, and a verification loop for each.

These two prompt types serve fundamentally different purposes, and understanding the distinction helps you use AI tools considerably more effectively, especially through the API.