Dynatrace introduces continuous thread analysis as a solution to the limitations of traditional thread dumps in identifying performance bottlenecks and scalability issues in multi-threaded applications. By offering real-time insights into thread behavior, this feature enables developers to detect and address locking and CPU usage problems more effectively. The tool allows for automatic identification of scalability constraints and CPU-hungry threads, offering a more comprehensive understanding of thread performance and coordination across systems. The analysis also highlights opportunities for code optimization, such as reducing time spent in locking and increasing code execution efficiency. Dynatrace's continuous thread analysis is currently available in Early Adopter mode, with plans to enhance its capabilities further to focus on CPU consumers and detect locks with greater precision. A free 15-day trial is available for users to explore these advanced diagnostic features.