Over watering is usually a matter of frequency, not volume. I'd recommend watering very slowly until you see some runoff, that way the medium will be fully saturated. When it is saturated, pick it up to gauge the weight. Do that fairly often. Eventually you'll get a feel for when it's had enough of a dry back that it's lost a significant amount of water weight.