"Double down" comes straight from blackjack, where you double your original bet...

https://pastelink.net/zcg60u3j

"Double down" comes straight from blackjack, where you double your original bet after seeing your first two cards, betting big on a strong hand. Learners often misuse it to mean 'just increase effort' without that risk element