Since when do we measure productivity by lines of code?

It’s not a measure of productivity, but some number of new lines is generally necessary for new functionality. And in my experience AI tends to produce more lines of code than a decent human for similar functionality. So I’d be very shocked if an agent completing a feature didn’t crank out 1500 lines or more.