When it comes to full on vibe coding (Claude Code with accept all edits), my criteria is whether I will be held responsible for the complexity introduced by the

When it comes to full on vibe coding (Claude Code with accept all edits), my criteria is whether I will be held responsible for the complexity introduced by the code. When I've been commissioned to write backend APIs, "the buck stops with me" and I will have to be able to personally explain potentially any architectural decision to technical people. On the other hand, for a "demo-only" NextJS web app that I was hired to do for non-technical people (meaning they won't ever look at the code), I can fully vibe code it. I don't even want to know what the complexity and decisions AI has made for me but as far as I am concerned this will be a secret forever.