 Smith first recorded "Guitar Boogie" in 1945 with the Rambler Trio, with Don Reno on rhythm guitar and Roy Lear on bass.There has been conflicting information on the type of guitar Smith used for the recording; several sources identify it as an acoustic guitar and others as an electric guitar.The piece was released under the name "the Rambler Trio featuring Arthur Smith" by the independent Super Disc Records label.