Consider throwing away a high card that doesn't fit into any possible melds, for example, rather than keeping it forever. Getting the Balancvideobudde Right. One of the most important parts of playing rummy is striking a balance between drawing and discarding, which calls for strategic planning and careful consideration. Effective set and run construction calls for a trifecta of strategic planning, flexibility, and foresight.