The story
The Oxford English Dictionary shows the first usage of this phrase in 1896 in the Boston Globe to describe a place to eat. The first use meaning "slipshod" was from 1939 in the gun-slinging, American Western fiction paperback, "Bounty Guns" by Luke Short.
Etymology from Wiktionary, CC BY-SA 4.0.