Why Vibe-Coding Doesn't Work on an Existing Codebase

Please forgive the clickbait title.

My team and I have been using every AI tool under the sun but have found them making the same mistakes on our codebase and I thought I would sit down and distill my thoughts. It turned into a bit of a rant.