Thread dumps are essential for diagnosing performance issues in applications, often spanning hundreds of lines. Condensing this data into a flame graph simplifies analysis. The article outlines generating flame graphs from Java or JVM languages by capturing thread dumps using jstack and analyzing them with the fastThread tool. Flame graphs enhance code visualization.