Some devices automatically resume playback in music apps when they connect to a Bluetooth device like headphones or a car stereo. To prevent this, you might need to explore your device's Bluetooth settings to disable auto-play features, or look into the settings of the specific music app. Some apps offer the option to disable auto-play upon connection in their settings menu.