Operations | Monitoring | ITSM | DevOps | Cloud

Alert Fatigue: The Silent Reliability Killer in Modern IT Operations

By Doreen Jacobi, CEO of Derdack Corp Modern IT environments generate a high volume of alerts intended to improve detection and response. However, increasing alert volume does not necessarily improve operational outcomes. Alert fatigue is not simply a function of quantity. It is a predictable consequence of how humans process repeated stimuli, manage limited cognitive resources, and make decisions under sustained load.

Misconfigured Alert Detection: Find the Alerts That Need Tuning

Netdata ships with hundreds of stock alerts. They cover a wide range of infrastructure conditions and they’re designed with sensible defaults. But “sensible defaults” and “correct for your environment” are not the same thing. A CPU threshold that’s perfectly reasonable for a build server might generate constant noise on a machine running batch jobs.

Do Hospitals Still Use Pagers in 2026? Why They're Not Secure (And What's Replacing Them)

Are hospitals still using pagers in 2026? The answer might surprise you. In this video, we break down why hospital pagers are still used today, the security risks of pagers, and whether they meet HIPAA compliance standards. While pagers have long been trusted for their reliability, many healthcare organizations are now re-evaluating their role in modern clinical communication. We also explore why pagers are considered insecure, including the lack of encryption, no read receipts, and limited communication capabilities, all of which can impact patient care and coordination.

Best Call Routing Software for On-Call Teams in 2026 (After-Hours & Emergency Routing)

Most teams don’t go looking for “call routing software.” They’re trying to solve something more immediate: calls coming in after hours, no clear owner, and something important getting missed.

Do Hospitals Still Use Pagers in 2026? Pager Replacements

Remember the small rectangular devices that could receive short messages? Some may think of it as an outdated device that people have long forgotten about, while others still use it to this day. Pagers, although becoming less and less relevant, are still used by many large hospitals that deem them an essential tool for their day-to-day critical communication. But in 2026, are there pager replacements in the market?

Why Alert Fatigue Is Killing Your MTTR

Every minute counts when production systems go down. Yet the average enterprise NOC team receives over 1,000 alerts per day, according to a 2025 study by OpsRamp. Of those, fewer than 5% require human intervention. The rest? They are noise — redundant, low-priority, or symptomatic signals that bury the genuine incidents demanding immediate attention.

The Shift from Reactive to Proactive Incident Management: What AI Actually Makes Possible

Why enterprise operations teams stop chasing incidents and start preventing them Most enterprise operations teams are faster than they were three years ago. Alert routing is automated. On-call schedules are managed through platforms rather than spreadsheets. MTTR has come down as tooling has improved. On the metrics that measure reactive performance, progress is visible. What has not meaningfully changed is the rate at which the same incidents recur.

Smarter Alert Management: Test on Historical Data, Review Transitions, and Preview Silencing Schedules

Alert fatigue usually isn’t caused by one thing. It’s the accumulation of thresholds that are slightly too sensitive, alerts that fire during known maintenance windows, and historical patterns that nobody has the tools to review easily. Fixing it requires better visibility into how alerts actually behave over time, and a way to test changes before they hit production. We’ve shipped three improvements to alerting in Netdata that address different parts of this problem.