The beginnings of computer music are nowadays largely forgotten and shrouded in mystery. Today it may seem as if the early musical experiments on mainframes were rare, isolated incidents. This talk aims to challenge that notion, and to shed some light on the not-so-uncommon musical activities of computer enthusiasts in the years 1949–1965.