The roulette strategy on Stake involves setting up your table with specific bets and then using the auto feature to automate the betting process. You start with a base bet and increase it by 250% on each loss, resetting on a win. The idea is to continue playing over a period of time to potentially make a profit. However, as with any gambling strategy, there is a significant risk involved, and it's not a guaranteed way to earn money.