Reading this summary on Grief and the AI split I had some related thoughts: Every time I read an extensive CLAUD.md file I think human onboarding has never been better. I just don’t know why it’s not called CONTRIBUTING.
It’s up to the AI Engineer to build up the framework in which the AI operates. How can you measure well crafted code? Install code quality tooling and set a bar to clear it, write the tests first etc. spend some time writing down your philosophy and then let ai build code that way. This would have not been needed if you wrote the code but if you choose to have ai be the actor then your role is to tell it how to play.