Green’s Dictionary of Slang

crunchies, the n.

[they crunch gravel, earth, etc]

(US) the infantry.

1987

(con. 1968) Bunch & Cole Reckoning for Kings (1989) 280: They normally hang you for that kind of shit [...] Or send you to the crunchies.