On-Call on Netdata

How To Reduce Alert Fatigue With Anomaly Detection

Sat, 30 May 2026 00:00:00 +0000

Most alert-fatigue tools manage noise after the fact. Netdata prevents it by running 18 ML models per metric with consensus voting — anomalies only fire when multiple models agree, suppressing the false positives that drive on-call burnout.

Native iOS & Android Apps With AI Troubleshooting

Thu, 18 Dec 2025 00:00:00 +0000

Transform on-call monitoring with Netdata’s mobile apps for iOS and Android. Get push notifications for infrastructure alerts, AI-powered root cause analysis, and real-time dashboard access - all at a fixed, predictable price that includes mobile access for your entire team.

Prometheus Alertmanager: Noise Reduction Rules

Fri, 22 Aug 2025 00:00:00 +0000

It’s 3 AM, and a torrent of PagerDuty notifications floods your phone. A single network partition has triggered a cascade, making every service instance that can’t reach the database fire its own individual alert. You’re drowning in hundreds of notifications, all pointing to the same root cause. This is alert fatigue, a critical problem for any SRE or on-call engineer. When you’re constantly bombarded with low-signal noise, you risk becoming desensitized, potentially overlooking the one critical alert that signals a major incident.

ilert Integration: Streamline Monitoring & Response

Mon, 14 Oct 2024 00:00:00 +0000

Netdata now integrates with ilert, a leading incident response platform. With this integration, the incident management features and alerting capabilities of ilert and the real-time systems monitoring provided by Netdata can be leveraged. By combining both systems, users can not only monitor their infrastructure with fine detail as never before, but also assure the responsiveness of critical alerts to the correct teams swiftly.

What is ilert?

ilert is an end-to-end platform for alerting, on-call management, and status pages, built for the new-age DevOps and SRE teams. It streamlines the entire incident management process by automating key aspects and providing powerful tools to improve efficiency, such as automated on-call duty, multi-level escalations, alert grouping, postmortem document creation, and much more. ilert integrates with monitoring systems, like Netdata, and sends alerts through multiple channels (SMS, phone, push, Slack, Microsoft Teams, etc.), ensuring that teams can promptly respond to issues before they impact service.

What is Alert Fatigue and How to Prevent It

Fri, 20 Sep 2024 00:00:00 +0000

What is Alert Fatigue?

This is called alert fatigue where engineers especially DevOps SREs and on-call teams become numb to the many notifications from their monitoring tools. Instead of quickly responding to important issues, engineers may start ignoring or missing crucial alerts due to the overwhelming number of notifications they receive. That is no small issue because that causes slower incident response times, possible service outages, and less reliability.

Robust monitoring is a must-have in the high-speed world of cloud infrastructure and microservices. However, when every little spike sets off an alarm, it is hard to separate the wheat from the chaff, so to speak. So in the end, alerts lose their meaning and it becomes a society of ignoring alarms, even when they shouldn’t be ignored.

Operations Guides

Mon, 01 Jan 0001 00:00:00 +0000

Production-focused guides for engineers operating real infrastructure.