Not sure what "those messages" are that you want to remove altogether, but please notice that "they" probably also include error_message, which is a way to indicating an error to the user. I disagree that these should be considered annoying; they are fairly important indeed.

As to why they are in the URL: I still don't have an answer to that question. Anybody interested should probably investigate the source code, or ask on the roundup tracker.