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Warp-Speed Debugging with Prometheus Exemplars

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Prometheus exemplars attach user-supplied labels to metric samples so Grafana can offer one‑click jumps from a metric point to traces (Tempo) or profiles (Parca), shown as green triangles on a percentile graph; exemplars use the OpenMetrics format, Prometheus stores them in an in-memory circular buffer controlled by max_exemplars (only the most recent exemplar per label set survives between scrapes), they’re experimental and must be enabled, and Grafana maps them via internal/external links to provide the claimed warp-speed hops between data streams.

AI-written summary · about

  1. 0:00Introduction
  2. 0:31About Ian Billett
  3. 1:32Agenda
  4. 4:13Time to Detection Time to Recovery
  5. 6:49Improving Debugging Efficiency
  6. 10:43Creating Exemplars
  7. 11:47Exemplars in Prometheus
  8. 14:43Prometheus Exemplars
  9. 16:46Prometheus Exemplars Query
  10. 17:46Prometheus Exemplars Data Sources
  11. 19:53Demo
  12. 24:02Questions
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