For error handling I tend to write in a style where errors are either asserted out or "folded". If I do several operations in sequence any of them could err, I code in a way where I don't check every single op: instead I make some kind of "error accumulator", or write the code in a style such that if the previous operation failed the next operation will become effectively noop. I then check for errors at the end of the process.
That said, Go is actually right about treating errors as values and not giving special language constructs to throw/catch them.