If you think our ability to measure developer productivity is bad, look into what we can do to measure manager productivity.

TL;DR your realistic options are snake oil that doesn’t work, or nothing.

Keep that in mind next time anyone’s talking about managing through metrics & data or whatever bullshit. All that stuff’s kayfabe, companies mostly run on vibes outside a very-few things.