While high-frequency alerting is sometimes justified for production SLAs, it's often overused across non-critical alerts or replicated blindly across environments. Projects with multiple environments (e.g., dev, QA, staging, prod) often duplicate alert rules without adjusting for business impact, which can lead to alert sprawl and inflated monitoring costs.

In large-scale environments, reducing the frequency of non-critical alerts—especially in lower environments—can yield significant savings. Teams often overlook this lever because alert configuration is considered part of operational hygiene rather than cost control. Tuning alert frequencies based on SLA requirements and actual urgency is a low-friction optimization opportunity that does not compromise observability when implemented thoughtfully.