Hierarchical tracing maps distributed request flows into parent-child spans, revealing how microservices, databases, and APIs interact across layers. Engineers use it to pinpoint latency bottlenecks, diagnose cascading failures, and optimize performance. It benefits DevOps teams, SREs, and developers maintaining complex cloud-native systems who need clear visibility into end-to-end transactions.
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