When developing a card counting strategy, players should consider several factors, including the specific counting system they plan to use, such as Hi-Lo or KO, which vary in complexity and effectiveness. They also need to account for the number of decks in play, as more decks can complicate counting. Players must practice maintaining an accurate count while managing distractions in a real casino environment.