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Metrics, Logs and Traces

What each signal answers, why percentiles beat averages, how histograms work, and where cardinality and sampling send the bill.

10 lessons · about 85 minutes

What you'll go through

  • 01Twelve dashboards, and still nobody knows what broke8 min
  • 02The number went down, and it can only ever go up8 min
  • 03Average latency is 200 ms and the users are furious9 min
  • 04Where the p99 actually comes from9 min
  • 05One label added, and the bill tripled8 min
  • 06grep worked with one server and gave up at forty8 min
  • 07The log that answers nothing, and the one that leaks a password8 min
  • 08The request took three seconds and every service swears it was fast9 min
  • 09Watching the service now costs more than running it8 min
  • 10From alert to cause, using all three10 min