The AI Pair Programming Anti-Patterns: 5 Habits That Slow You Down

You’re using AI to write code. It feels fast. But is it actually saving you time? After six months of daily AI-assisted coding, I noticed five habits that felt productive but were quietly eating hours. Here’s what they are and how I fixed each one. 1. The “Just Generate It” Trap The habit: Asking the AI to generate an entire feature from a vague description, then spending 45 minutes fixing the output. The fix: Write a 3-sentence spec first. What does the function take? What does it return? What edge cases matter? // Bad prompt: " Write a user authentication system " // Better prompt: " Write a login function that takes email + password, returns { success: boolean, token?: string, error?: string }, and handles: invalid email format, wrong password (max 3 attempts), and expired accounts. " Time saved per task: ~20 minutes. 2. The Context Dump The habit: Pasting your entire file (or multiple files) into the prompt "for context." The fix: Give the AI only the interface it needs. If you’re