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KiloClaw

Alert Noise Tuner

Reduce alert fatigue with actionable tiers and runbook links

Convert noisy monitoring into actionable alerts by defining tiers, deduplicating, tuning thresholds, and linking every page to a runbook or clear next step.

CommunitySubmitted by CommunityWork18 min

INGREDIENTS

💬Slack

PROMPT

Create a skill called "Alert Noise Tuner". Ask me for: - Current alert sources and paging channel - Examples of noisy alerts and real incidents Output: - An alert tiering policy (page vs notify vs log) - A tuning checklist and dedupe/correlation recommendations - A runbook link template for paging alerts

How It Works

Alert fatigue happens when alerts lack priority or actionability. This recipe introduces a

tiered alert strategy: page only for user-impacting issues, notify for "needs attention," log the rest.

Triggers

  • On-call is drowning in alerts
  • Teams ignore alerts because too many are false/no-action
  • Incidents slip through because signal is buried in noise

Steps

  1. Audit alerts: frequency, actionability, and false positive rate.
  2. Define tiers:
  • Page (users impacted now),
  • Notify (needs action today),
  • Log (informational).
  1. Add deduplication and correlation (group by root cause).
  2. Tune thresholds based on historical baselines.
  3. Require every paging alert to link to: owner + runbook + "first 5 minutes" steps.

Expected Outcome

  • Fewer pages and faster response when pages happen.
  • Improved trust that alerts mean something.

Example Inputs

  • "We get hundreds of alerts per day."
  • "Prometheus alerts are too sensitive; lots of noise."
  • "We need an on-call-friendly tiering system."

Tips

  • If an alert doesn't tell you what to do, it's not an alert yet.
Tags:#observability#security#devops#developer-productivity