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The Distributed Tracing Setup skill automates the complex task of implementing end-to-end request tracking across distributed systems. By integrating industry-standard tools like Jaeger, Zipkin, and Datadog, it allows developers to visualize service dependencies, identify performance bottlenecks, and debug latency issues in real-time. This skill is essential for engineering teams managing microservices who need comprehensive visibility into their request lifecycles and service interactions to maintain system health and performance.