“That’s How I Can Count on You” was written by Bob Newman and Shorty Long. It was first recorded in 1955 by Jimmy Martin and the Osborne Brothers, a brief but fruitful partnership that produced several admired bluegrass sides for RCA Victor.
The song is a bitter heartbreak number. The singer has learned that the one thing he can rely on from his sweetheart is betrayal — the title turns the language of trust against itself, counting on a partner only to be let down.
The song stayed in the bluegrass repertoire, sung in the high, close harmony the original recording established.