We've been scaling quality alongside throuhgput for decades (at least since I joined the biz in 1999). AI is a large step forward in the automation game, but it's not new, nor are it's challenges.

Are other orgs not relying on the fundamentals of software engineering and adapting to this form of generated code?

PS: I don't allow one-shots. Same decomposition and quality assurance motions. The timeline has just shrunk, not the steps, nor the focus. The medium for documenting and governamce have shifted, same strategies and problems.

Am I really on an island with this?