Java virtual threads, introduced in JDK 19, enhance application performance but have pitfalls. Avoid synchronized methods, as they prevent relinquishing OS thread control, suggesting ReentrantLock instead. Also, replace thread pools with Semaphore for limited backend calls and be cautious with ThreadLocal variables to prevent excessive memory usage when using many virtual threads.