“Double down” comes from blackjack, where you double your bet after seeing your...
https://fun-wiki.win/index.php/How_Native_Speakers_React_to_Memorized_Idioms
“Double down” comes from blackjack, where you double your bet after seeing your first two cards, betting on a strong hand