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Logging & alerting readiness

Purpose: Verify a release is observable before it ships: the questions you must be able to answer at 3am.

Who this page is for

AudienceWhy it matters to you
All engineersYou build it, you make it observable
Ops engineersConsumers of the answers

The 3am test

For each new feature, the on-call engineer (who didn't build it) must be able to answer from dashboards/logs alone:

QuestionRequires
Is it working right now?Health check / synthetic probe / rate metric
When did it break?Time-series of its success/error rate
What exactly failed?Correlated, levelled logs with context (IDs not payloads)
Who is affected?Scope signal (all pages? one integration? one publisher?)
How do I stop the bleeding?Runbook entry: fallback/flag/flush/rollback

If any cell is empty, the feature isn't done.

Release-time checklist

Alert quality bar

Every alert must be actionable (a human does something), urgent (or it's a ticket, not an alert), and documented (runbook link in the alert text). Alert fatigue is a security and reliability incident in slow motion — prune relentlessly. Deeper practice: Monitoring & alerting.

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