I'm not trying to say there's only one way to do this, especially if we are talking about user affordances for failure states. I think there could be a debate a

I'm not trying to say there's only one way to do this, especially if we are talking about user affordances for failure states. I think there could be a debate about showing what data is available vs not showing partial data. My point is just that trying to do something with the failures often removes the warning and leads to better UX, or at least conscious decisions about it, and usually some clue in the code about what you intend to happen.