I believe the guide is 2 years production. This is stated in one of the later pop-ups during race creation.
Though, I tend to go with 1000 missiles of each type, 100 fighters of each type (if they exist), and 10 survey ships, 5 cargo, 5 colony, and 8-15 armed ships (depends on starting pop, and is fluid).