[dfabulich]

I recommend measuring job satisfaction instead of developer productivity. It's the "least bad" proxy metric I know of. https://redfin.engineering/measure-job-satisfaction-instead-...

[musicale]

The interesting corollary to this approach seems to be that productivity barriers are largely external.

A potential riske seems to be feedback systems where job satisfaction is determined by high or low pay.