“Double down” comes from blackjack—when you double your original bet after...
https://wiki-zine.win/index.php/Hedge_Your_Bets_in_Linguistics:_Meaning,_Origins,_and_Common_Pitfalls
“Double down” comes from blackjack—when you double your original bet after seeing your first two cards, betting you're in a strong position