Certain bugs may only surface on specific platforms due to differences in memory models, highlighting the importance of diverse testing environments. To prevent deadlocks, always acquire multiple locks in a consistent order and avoid holding locks when calling other components. This approach not only enhances responsiveness but also eliminates the risk of deadlocks by reducing the complexity of lock acquisition.