No gateway for local addresses

Hi all, I guess this is a very basic question, but I do not get anything googling. I have several linux machines here in my office, and I'd like that all sorts of connection amongst these machines do not pass through the general gateway, but go directly from one to the other. How can I do that? Thanks, Sergio