While the Golden Cross and Death Cross are popular indicators for identifying buy and sell signals, they can sometimes generate false signals. To minimize these, only trade when the direction of the short-term MA aligns with the angle of the long-term MA in the same direction as your intended trade. Another method is to wait for confirmation by ensuring the long-term MA's angle supports the crossover's direction before executing the trade.