When I think back to a time when I wrote every single line of code for an application, there was lots of copy → paste → modify.

API endpoints, administrative CRUD pages, services. I wanted to use the exact same pattern over and over for each of these code structures.

With AI, I’m not hand-crafting code anymore, but I do want consistency. I want to have my API be useful to humans. I want my UI to look the same from page to page.

By referencing your previous work, AI coding agents are very capable of matching your styles and code patterns. You just have to give them a gentle nudge.

Hard to believe this series is already 1/3 complete!