A rich black woman, Mrs. Munson says that she donates monthly to Bob Jones University, citing it as a "good Bible college". Bob Jones University banned black students until the 1970s, and did not allow interracial dating until 2000.
This is the first Coen brothers film where Joel Coen and Ethan Coen are both given directing and producing credits. They have shared these duties on all of their films, but Joel has always been listed as the director, and Ethan as producer. Although they both switch turn performing the duties.
All the musical instruments were re-created by guitar maker Danny Ferrington, because, according to him, the owners of authentic antique instruments refused to lend them for the film. The strange "triple guitar" is a "harpolyre," but because it wasn't invented until the 1830s, it isn't historically correct for the Professor's spurious Renaissance band. The long-necked guitar-like instrument is a theorbo, played in late Renaissance and early Baroque music to accompany singing, provide color, and backup the Basso Continuo. Ferrington built it from scratch.
Several times at the beginning of the film, when Mrs. Munson is complaining about a neighbor's loud music, she repeats lyrics to the song to illustrate her displeasure. The song is "I Left My Wallet in El Segundo" (1990), by A Tribe Called Quest.
The exterior shot of the riverboat casino is an actual casino on the Mississippi River in Vicksburg, Mississippi. The Ameristar lettering on the "paddlewheel" was edited out and the movie casino's name put in its place. In the movie, the casino has closing hours while the Ameristar casino is a 24/7 operation (the entire parking lot beside the boat was emptied for the shot). Additionally, 2 large river bridges that would normally be at the left side of the frame are edited out.
Marva Munson (Irma Hall), the owner of the house the robbers use, bears the same name as the judge in the Coen Brothers' subsequent film, Intolerable Cruelty. In both cases, the women are African-Americans.