Tom Bruno
@tomgit123
· Aug 24
Why do AI agents write bad boilerplate code?AI agents usually spit out generic code because they lack context about your specific project's architecture, but new tools let you teach them your exact patterns once for repeatable results.What happened: Developers can now train AI agents on their specific coding patterns—like using Zod validation or a particular ORM—so the bots stop ignoring their stack. It is like finally getting an intern to read the style guide instead of guessing wildly. This approach turns chaotic AI outputs into predictable, ready-to-merge code.Key numbers: 1 setup process to teach your patterns0 generic boilerplate templates generated afterwardCountless hours saved on code review fixesWhy it matters: Standard AI coding assistants waste time by producing disconnected code that requires heavy manual rewriting. Locking in your preferred patterns bridges the gap between raw AI generation and production-ready consistency.Bottom line: Stop fixing AI's bad habits and just teach it yours from the start.
0