Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

Top 9 AIOps Tools to Cut Alert Noise and Speed Up Root Cause Analysis

During your last major outage, several monitoring tools raised alerts and every one of them was correct. What none of them could say was which alert explained the others, so the opening stretch of the incident went on assembling a picture the systems already held between them. That time shows up in your availability numbers, your SLA credits, and your board report. AIOps platforms close that gap by grouping the alerts caused by the same failure and handing your team one incident with context attached.

How to measure and improve instrumentation quality for better full-stack observability

Modern engineering teams instrument everything, with metrics, logs, traces, and profiles flowing from hundreds of services at once. But full-stack observability isn’t really about collecting more telemetry; it's about having a single, unified picture of how your services connect to every layer beneath them, including their dependencies, the pods and nodes they run on, and the logs, traces, and profiles that explain their behavior.

Debug live production code without redeploying with Datadog Live Debugger

Some production bugs don’t show up clearly in logs or traces, and they often cannot be reproduced in a local or staging environment. When developers need more runtime detail, they typically fall back on a familiar but slow workflow: add log lines, open a pull request, wait for review and CI/CD, deploy the change, and wait for the issue to happen again. If the new logs don’t capture the right variable values or execution path, the loop starts over.

When Intelligence Stops Being Scarce

As intelligence becomes increasingly accessible, competitive advantage shifts to the operational capabilities that transform insight into consistent, confident action. As AI makes operational insight easier to generate, competitive advantage is shifting to the platforms, workflows, and operational foundations that turn intelligence into trusted action.

Democratizing Breach Detection: How SMBs Can Build Their Own Time Series Security Monitor

Summary Small and midsize businesses are often flying blind when it comes to security breach detection. An affordable way to address this issue without the complexity of SIEM is by modeling security events as time series data. This architecture takes audit logs from SaaS platforms and normalizes activities like logins, downloads, and token creation to establish behavior baselines that can be used to detect anomalies indicating security breaches. Table of Contents.

Fleet Monitoring with Netdata

Modern infrastructure doesn't only live in data centers anymore. It's in retail stores, factory floors, vehicles, cell sites, kiosks, and robots, thousands of nodes across hundreds of locations, connected over links you don't control, in places your team can't easily reach. Traditional observability wasn't built for this. Centralizing every metric from every device gets expensive fast, degrades over constrained links, and goes blind exactly when a remote node needs attention most. In this webinar, we'll show how Netdata inverts the model by putting intelligence at the edge.

Zero To Logs - Getting Graylog Up and Running in Under an Hour Webinar

Getting Graylog up and running does not have to take hours of configuration work. In this session, Graylog Director of Technical Marketing Jeff Darrington walks through a complete installation using Docker Compose, taking you from a blank environment to a fully functioning log management platform with live data ingestion in under an hour.