Research

What Post-Incident Reviews Teach Us About Reliability

Why blameless post-incident reviews surface better fixes than root-cause hunts, and a simple template for running them.

Abstract illustration of an incident timeline

Every incident is expensive. A good review is how you get something back for the cost.

Blameless doesn’t mean consequence-free

A blameless review assumes people acted reasonably with the information they had. The question shifts from “who made the mistake?” to “what made the mistake easy to make?” — and that question leads to fixes that actually stick.

A simple review template

  1. Summary — what happened, in two or three sentences.
  2. Impact — who was affected, and for how long.
  3. Timeline — detection, response and recovery, with timestamps.
  4. Contributing factors — usually several, rarely one “root cause”.
  5. What went well — worth repeating deliberately.
  6. Actions — each with an owner and a due date.

Patterns across many reviews

Looking across reviews over time is where the real insight is. Common threads I’ve seen:

  • Detection is slower than recovery — monitoring gaps matter more than fix speed.
  • Changes without a tested rollback cause a disproportionate share of long incidents.
  • Missing or outdated runbooks turn a 10-minute fix into an hour.
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