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Design multi-window SLO burn-rate alerts without paging people for noise

A practical guide for Prometheus, Grafana, and Kubernetes APIs: turn real user impact into useful pages and route the rest more calmly.

Learn how to define SLIs, error budget, PromQL, and promtool tests for burn-rate alerts that catch fast incidents without turning every short spike into a broken on-call shift.

Created: July 11, 2026

Published: July 11, 2026

Estimated time45 min
LevelIntermediate
Before you startPrometheus scraping HTTP metrics normalized by service and route
PlatformsLinux
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Linux

Local validation of SLO rules before deploying them to Prometheus or Prometheus Operator.

promtooloptional kubectlread access to Prometheus
Check rule syntax
promtool check rules slo-alerts.yaml
Run alert fixtures
promtool test rules slo-alerts.test.yaml
Inspect loaded rules
curl -s http://localhost:9090/api/v1/rules | jq '.data.groups[].rules[] | {name,health,type}'

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