Take into account both the card's worth & potential utility to your opponents when choosing which one to discard. When at all all new rummypossible, avoid discarding valuable cards or those that might complete an opponent's meld. Rather, concentrate on throwing out cards that aren't likely to add anything to anyone's hand. Take into account the context and timing of your discards as well.