Holding the right float, in the right form
Running dry is not about total float; it is about having the right form at the right time. If your evening is heavy on withdrawals, plenty of e-float is useless when customers want cash.
Size each side to the value that moves in your busiest couple of hours, add a buffer, and rebalance during quiet periods, before the rush, not after you have already turned someone away.