“Double down” comes straight from blackjack: you double your bet mid-game,...
https://romeo-wiki.win/index.php/Why_Idioms_Acquired_from_a_List_Sound_Unnatural
“Double down” comes straight from blackjack: you double your bet mid-game, confident in your hand. Learners often misuse it to mean ‘try harder’ generally, but it’s about upping the stake when odds look good, not just putting in more effort blindly.