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Observability: Knowing Why Production Is Slow

Monitoring answers the questions you wrote down in advance; production fails in ways you did not. This path builds observability from its raw materials: the three telemetry signals and their very different bills, the percentile and cardinality arithmetic that decides what your data can honestly say, tracing and the craft of throwing spans away, and the SLO machinery that turns reliability into a number a team can actually spend.

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Lessons, in order

  1. 1
    Programming
    Metrics, Logs, Traces: Three Signals, Three Cost Models
    Start
  2. 2
    Programming
    Percentiles and Cardinality: The Two Numbers That Run Your Bill
    Start
  3. 3
    Programming
    Distributed Tracing and the Art of Throwing Data Away
    Start
  4. 4
    Programming
    SLOs and Error Budgets: Turning Reliability Into a Number
    Start