Fat Man and Little Boy (1989)
A docudrama of the same event: "The Manhattan Project".
Uses the same title and deals with building a nuclear reactor.
Subject of a $1,200 clue in the category "Movie Title Objects"
Clips are shown in the teaser for the next week's episode.