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A slow request crosses five microservices and you have five log streams that don't talk to each other. This is how OpenTelemetry traces turn 'somewhere it's slow' into 'the inventory service's DB call took 1.74s on this exact request' — including context propagation, sampling, and the gotchas that split your trace in two.