Usually, when you're talking about work with other writers it's because something seriously bad is going on with your work and you've absolutely thrown out a lifeline and you're hoping that someone will help you with something. Either there's some bad feeling you have about the work, or sometimes it's not specific - just kind of solidarity.
Today a record producer is even more involved and is often the production's sole musician, one person playing all the instruments one-by-one.