The building used to film searching for one of the canisters was a British Gas building in Cardiff.
The blowfish in the opening scene was intended by executive producer Russell T Davies to be "like Finding Nemo, but evil" and the producer of the episode, Richard Stokes, wanted the designs to be as flamboyant as "the lionfish in The Spy Who Loved Me".