Is the roller dipped in the mud 1st? Or is the mud put on with knife and then rolled to texture?

This weekend I noticed a brown line running through the ceiling in our dining room. It appears to be the outline of the drywall tape. At first I thought it was a leak since there is a bathroom above the dining room, but it only seems to be along the