Numerous versions of the question "what is the shortest object containing all permutations of a given length?" have been asked over the past fifty years: by Karp (via Knuth) in 1972;by Chung, Diaconis, and Graham in 1992;by Ashlock and Tillotson in 1993;and by Arratia in 1999. The large variety of questions of this form, which have previously been considered in isolation, stands in stark contrast to the dearth of answers. We survey and synthesize these questions and their partial answers, introduce infinitely more related questions, and then establish an improved upper bound for one of these questions. c THE MATHEMATICAL ASSOCIATION OF AMERICA [Monthly 128 MICHAEL ENGEN is a Ph.D. candidate at the University of Florida under the supervision of Vincent Vatter. In the fall of 2019, he was a Chateaubriand fellow at Université Paris Nord under the supervision of Frédérique Bassino.