Usually there either arent any in which case bugs get missed or there are 5 very cheap ones running mindless scripts who are standing in for the devs' inability or unwillingness to write decent automated tests but dont catch the really deep level thorny stuff.
Personal liability and professional insurance works for all the actual “professions” in the US, to some extent, right?
It might be time to start the considerations for professional licensing for platform scale or commercially published software.
Medical devices and such are the only places I’d expect to see the need for certified products. By extension, in the new era, we really ought only expect certified software where we expect a duty to care from the software system (or any other assigned duty)