~/talk

Lessons From Long-Running Investigations

Talkat Reliability @Scale Summer 2022 · on Wednesday, 2022-08-31· [observability]
links:none on file
slides:none on file

Describes concrete investigative practices: using divide and conquer by running parallel experiments across a fleet to spot divergence and pinpoint a regression to the version that diverged (example: versions 98 → 100); discovering a hidden years-old regression when a fix drives metrics well below the accepted baseline, i e baseline drift; enforcing an audit trail and communication when teams must break the glass for live experiments; and upgrading observability to one second or subsecond sampling and automated high-frequency telemetry to capture the true cause‑then‑effect.

AI-written summary · about

  1. 0:00Introduction
  2. 1:50Talk expectations
  3. 5:19Divide and conquer debugging
  4. 10:56Audit trail during incidents
  5. 13:46Breaking glass investigations
  6. 15:14Resolution in telemetry
  7. 19:47Resolution and root causes
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