The episode primarily serves as a poignant origin story for (voiced by Sean Gunn), weaving his tragic history through the lens of a high-stakes rescue mission in the present.

The core of "Cheers to the Tin Man" is its exploration of G.I. Robot's past through several flashbacks:

: After the war, the mechanical soldier was passed between various scientists and collectors, including Dr. William Magnus (creator of the Metal Men).