The piece that Roger plays at the end is "Classical Gas" by Mason Williams. The cover version Roger plays is by Tommy Emmanuel.
Stan whistles the American Dad theme song in this episode.
The side of the boxcar that Stan's former co-worker from White Castle rides in is labeled "A113," a common inside joke to the graphic design and animation room at the California Institute of the Arts.