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Design burn rate alerts that do not wake people up for sport

How to build steadier SLO alerts when metrics, labels, and rule behavior keep shifting underneath you.

Recent Prometheus, OpenTelemetry Collector, Loki, and Alloy releases all point to the same uncomfortable truth: alerts wired straight to raw metrics and fragile labels become noisy or broken very easily. This guide shows how to anchor burn-rate alerts on stable recording rules, validate them with promtool, and roll them out without turning every short spike into a fake emergency.

Created: April 22, 2026

Published: April 22, 2026

Estimated time36 min
LevelIntermediate
Before you startAccess to Prometheus or the ruler evaluating alerting rules in your platform.
PlatformsLinux / Docker
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Linux

Typical validation flow on a Linux host with local promtool and HTTP access to Prometheus.

promtoolcurljqHTTP access to Prometheus
Check rule syntax
promtool check rules rules/slo-burn-alerts.yaml
Inspect the service error ratio
curl -sG http://prometheus:9090/api/v1/query --data-urlencode 'query=job:slo_error_ratio:rate5m{job="api"}' | jq .
Review the fast burn rate before enabling paging
curl -sG http://prometheus:9090/api/v1/query --data-urlencode 'query=job:slo_error_budget_burn_rate_1h{job="api"}' | jq .

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