What you're describing sounds like what many people in the industry are doing, and likely what most AI-adopters are doing. It scales until it falls apart.

The responsible and professional way to actually make AI work at scale is to build a dark factory. (You can search HN for a lot of good resources, start with Simon Willison and StrongDM)

I really didn't get it, how is dark factory better than vibe coding whole day and not looking at code?

If dark factory indeed worked, shouldn't StrongDM print a new unicorn startup every month?