Stop Copy-Pasting Into ChatGPT: Build a Prompt Pipeline Instead

You have a task. You open ChatGPT. You paste in some code, type a vague instruction, and hope for good output. When it's wrong, you paste more code. Add more context. Try again. Eventually you get something usable — 40 minutes later. This is the copy-paste loop, and it's how most developers use AI assistants. It works, barely. But it doesn't scale, it's not repeatable, and it fails silently on complex tasks. Here's what I do instead: I build prompt pipelines. What's a Prompt Pipeline? A prompt pipeline is a sequence of focused prompts where each step's output feeds into the next. Instead of one giant "do everything" prompt, you break the work into stages. Think of it like a Unix pipeline: each stage does one thing well, and you compose them. analyze → plan → implement → verify Each stage has a clear input, a defined output format, and a quality check before moving forward. A Real Example: Adding a Feature Let's say I need to add rate limiting to an Express API. Here's how the copy-past