Fast food might be the right approach if it's a business that prefers speed to maintainability, and they might move towards that with LLMs. I wish more developers would go with it instead of fight it. It's not like it's a personal failure you can't convince the business to slow down and prefer quality.
The quality of the craft can live on in open source and personal projects.