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Tune a noisy alert channel: the audit of what fired vs what mattered, the fix per noisy alert, and the pager-worthiness bar.
Tune our alerts. The noise: {{alert_history}} (what fired recently, which were real, what got ignored, the ones we've all muted). Audit each alert: fired-to-action ratio (alerts nobody acts on train everyone to ignore the channel), the fix per pattern — threshold alerts flapping (add duration conditions, hysteresis), symptom-vs-cause duplicates (alert on the symptom users feel, silence the cascade), info-masquerading-as-alert (demote to dashboard), and missing-context alerts (add the runbook link and the numbers in the message). Define the pager bar: wakes-a-human = user-impacting AND actionable-now. Everything else: ticket or dashboard. Output: the change list per alert.
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