“Double down” comes from blackjack, where you double your bet after seeing your...
https://milasultimatejournal.theglensecret.com/hedge-your-bets-finance-idiom-vs-everyday-use
“Double down” comes from blackjack, where you double your bet after seeing your first two cards, betting on a strong hand