Could we all just agree to stop using the term "abstraction". It's meaningless and confusing. It's cover for a multitude of sins, because it really could mean anything at all. Don't lay all the blame on the c-suite; they are what they are, and have their own view. Don't moan about the latest egregious excess of some llm. If it works for you, use it; if it doesn't, don't. But, stop whinging.