Yes, I've been doing it for years.
The app used to get confused as to which unit it was connected to so you could inadvertently stop something mid capture, the workaround was to close the app, switch WiFi to the other device and restart the app. The app has been updated now so that when you switch WiFi device the app will detect this and automatically reboot the app.