Method, apparatus and article manufacture of debugging code. One embodiment provides a method of debugging code, comprising displaying a user interface screen of a debugging program; and in response to an event, displaying the value of the variable and a comment associated with the variable in the user interface screen in a location other than in an original location of the comment. In one embodiment, the comment associated with the variable comprises at least one of a user-drafted comment embedded in the code being debugged, an external comment retrieved from a data source external to the code being debugged, and a machine-generated comment indicative of a manner in which the variable is used. In one embodiment, the value and the comment are displayed as fly-over text.