You still woild want to stop a ride, so you can turn off the device. Unless you power down and it starts recording again on the same activity the next time you power up.

Pretty much any Garmin Edge as well as Hammerheads Karoo or a Wahoo has a setting to auto start a track, you usually configure for a particular speed to have it start.