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Incident response and capstones · Lesson 11 of 12 · 8 min

Write an incident review

An incident review separates confirmed causes, contributing factors and unresolved questions. Record corrective actions with owners instead of inventing certainty.

Open the labCourse map
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learner@clairosSimulated AI Ops lab
learner@clairos:~ $
↑ history · Tab complete · Ctrl+C cancel · Esc, Tab to leaveExit 0

Understand the pattern

An incident review separates confirmed causes, contributing factors and unresolved questions. Record corrective actions with owners instead of inventing certainty.

Interpret the evidence

Record the confirmed retry defect and leave the upstream trigger explicitly unresolved.

A tempting mistake

Invent a definitive upstream cause to make the review sound complete.

All names, measurements, prices, versions, and thresholds in this exercise are fictional training data. The evidence supports this bounded scenario, not a claim about a live provider.

Worked example and expected result
$ cat /opt/ai-lab/cases/aiops-incidents-capstones-011.json
{
  "fixture": "Fictional training data; not a live measurement.",
  "confirmed": "retry budget absent",
  "contributing": "temporary upstream 503",
  "unknown": "trigger of upstream overload"
}

Exit status: 0. The command completed successfully in the training fixture.

$ jq .unknown /opt/ai-lab/cases/aiops-incidents-capstones-011.json
"trigger of upstream overload"

Exit status: 0. The command completed successfully in the training fixture.

$ printf '%s\n' 'keep-unknown-explicit' > /home/learner/lab/aiops-incidents-capstones-011-decision.txt
(no output; exit 0)

Exit status: 0. The command completed successfully in the training fixture.

Try a variation

Name the assumption that would have to change for “keep-unknown-explicit” to stop being the justified action. Do not silently replace missing evidence with a guess.

Explain it

What does the evidence in “Write an incident review” justify?

Apply it elsewhere

A colleague concludes: “Invent a definitive upstream cause to make the review sound complete.” What should you do?

Keep the momentum.

Complete the lab, then explain and apply the pattern.

Next: AI operations final capstoneTry an incident drill

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Keep learning

  1. 01Build a complete evidence bundleAn incident bundle must connect the symptom, versions, traces, case results and action. Keep sensitive raw data out of routine shared artifacts.Practice
  2. 02AI operations final capstoneThe final operator decision combines contract, evidence, quality, safety and recovery. A production-looking answer is not sufficient when a required gate fails.Practice

Case methodology: evidence, limits, decision