I have been focusing a lot more on testing and "manual" validation than on reviewing individual lines of code. (And on setting up rules for what the lines of code should look like that are easily checked with deterministic tools or by llms.)
This cost shifting is how I stay sane and avoid burn out at work as well as stay apprised of major behavioral changes in the software we run.
I also think it’s important to emphasize that in an organization, individual productivity is secondary to group productivity, and group productivity is different than the sum of its parts.
But you're right about thinking in terms of group productivity and costs and incentives.
Needless to say it is getting really hard to care about my job anymore
Same, but there is a reason I did not choose to work in QA so this sucks too
Although I believe they favor "making the right things" even more. Which is harder but neither the 2nd och 3rd categories help here.
Lots of evidence that they favour making the thing that the executive wants made, regardless of what the nerds pushing the nerd-buttons think is the right thing.