Distributed tracing is a method used to profile and monitor applications, especially those built using a microservices architecture. Distributed tracing helps pinpoint where failures occur and what causes poor performance.^[1] Applied to Kafka Streams it allows us to trace and visualize our messages by propagating diagnostic information within message headers.