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Cover of Observability That Tells the TruthISOMORPHISM PRESSObservabilityThat Tells theTruthMetrics, Traces, and Logs Without theCargo Cult
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Observability That Tells the Truth

Metrics, Traces, and Logs Without the Cargo Cult

By Sam Okonkwo

Multi-cloudPractitionerPlatform Engineering

Most observability stacks are expensive and unhelpful in the same incident. They collect enormous volume and still cannot answer 'which change caused this'.

Sam Okonkwo works backwards from the questions you ask under pressure and derives the instrumentation that answers them: cardinality budgets that hold, trace sampling that keeps the interesting traces, and alerting tied to user-visible symptoms rather than machine states.

Vendor-neutral, with concrete guidance for CloudWatch and Google Cloud Observability.

What you'll learn

  • Derive instrumentation from the questions you ask during incidents
  • Hold a cardinality budget without losing diagnostic power
  • Sample traces so the interesting ones survive
  • Alert on user-visible symptoms instead of machine states

Table of contents

  1. 01Working Backwards From the Incident28 pp
  2. 02Cardinality Budgets36 pp
  3. 03Trace Sampling34 pp
  4. 04Logs as a Last Resort30 pp
  5. 05Symptom-Based Alerting38 pp
  6. 06CloudWatch and Cloud Observability32 pp

6 chapters · 322 pages total

Details

ISBN
978-1-959321-13-7
Edition
1st
Pages
322
Published
Formats
PDF, EPUB
Platform
Multi-cloud

About the author

Sam Okonkwo

Site Reliability Engineer

Sam has carried the pager for systems on both AWS and GCP and writes the runbook they wish had existed at 3 a.m.