I've found it helpful to distinguish between errors that are program bugs and errors that are conditions of the outside world (network errors, invalid data, etc).

I think it depends somewhat on the kind of software you're writing.

Being very careful with errors is quite handy for a long-running server processes; maybe (maybe!) not so worth it for a program that starts and stops within the attention span of a single user.