AI pair programmers are powerful but not magical – they have no prior knowledge of your specific project or intent beyond what you tell them or include as context. The more information you provide, the better the output. We’ll distill key prompt patterns, repeatable frameworks, and memorable examples that have resonated with developers. You’ll see side-by-side comparisons of good vs. bad prompts with actual AI responses, along with commentary to understand why one succeeds where the other falters. Here’s a cheat sheet to get started: