Operations | Monitoring | ITSM | DevOps | Cloud

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

How to manage synthetic monitoring checks as code with Terraform and Grafana Cloud

As teams scale, managing synthetic monitoring checks manually in the UI becomes difficult and error-prone. When you're dealing with dozens of checks across multiple environments, teams experience inconsistent configurations, lack of version control, and difficulty tracking changes.

Kubernetes Monitoring Helm chart v4: Biggest update ever!

The Kubernetes Monitoring Helm chart is the easiest way to send metrics, logs, traces, and profiles from your Kubernetes clusters to Grafana Cloud (or a self-hosted Grafana stack). And version 4.0 is the biggest update the chart has ever received. Representing nearly six months of planning and development, it's designed to solve real pain points that users have hit as their monitoring setups have grown.

A faster way to pinpoint performance bottlenecks: Using Profiles Drilldown with Grafana Cloud Knowledge Graph

When you identify CPU or memory spikes in your services, it’s critical to understand why they’re happening. But switching between tools or crafting complex queries can slow you down when trying to pinpoint a root cause. This is why we’re excited to share that Profiles Drilldown, an application that lets you easily explore profiling data through an intuitive, point-and-click interface (no queries required), is now integrated with Grafana Cloud Knowledge Graph.

From Stack Trace to Probable Cause: AI Root Cause Analysis Is Here

You know the drill. An error fires, you get the stack trace, and then you spend the next 45 minutes tracing it backward through four services, two config files, and a deploy that happened three hours ago. You eventually find the root cause, but the path to get there was manual, slow, and entirely dependent on how well you already knew the codebase. We built AI-powered root cause analysis (RCA) for that kind of slog.

How to Monitor a Shopify Store with Playwright and Checkly

This is a guest post by Vince Graics, Staff QA Engineer at World of Books. If you're running a Shopify storefront and want reliable synthetic monitoring, you'll hit a wall. Shopify's bot detection doesn't care that your headless browser is friendly; it sees datacenter IPs and acts accordingly. Cart API calls get hit with 429 rate limits, Cloudflare challenge pages pop up mid-check, and you're left wondering whether the bug is in your code or in the platform fighting you.

JSON Jiu Jitsu: Has JSON Parsing Got You in a Chokehold?

From malformed fields to endlessly nested objects, JSON logs can feel like they’re trying to submit your SIEM. In this technical session, we’ll demonstrate how to turn that chokehold into a clean takedown using Graylog’s parsing, normalization, and enrichment capabilities. You’ll learn how to: Whether you’re a SOC analyst tired of regex wrestling or an admin looking to streamline onboarding, you’ll leave with practical techniques to make messy JSON your sparring partner—not your opponent.

New Custom Dashboards: Metrics, Logs, Live Commands, and More in a Single View

Custom dashboards in Netdata have always let you pull charts together on-the-fly into a single view. That’s useful, but it’s also limited. In practice, when you’re running an incident or reviewing a service, you don’t just want charts. You want to see the output of top alongside your CPU metrics. You want slow query logs next to your database latency charts.

Claude outage April 2026: what happened and how it was detected early

On April 9, 2026, Claude experienced a widespread but inconsistent outage that left many users unable to access or interact with the service. StatusGator detected the issue early and sent an Early Warning Signal 59 minutes before the provider officially acknowledged the outage. This incident highlights how early detection can provide critical lead time when official status pages lag behind real user impact.
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HIMSS 2026: The Future of Healthcare IT Operations Is Increasingly Autonomous

HIMSS 2026 made something clear: healthcare is no longer discussing digital transformation as a future-state goal. It is now dealing with the operational reality of having already become deeply digital. Conversations around HIMSS 2026 consistently pointed back to the same pressure points: AI adoption, cyber resilience, interoperability, and infrastructure modernization. Together, they reflect a healthcare environment managing more systems, more dependencies, and more risk than ever before.

The Best SKILL.md Is the One You Never Update - Meet Checkly's CLI

Most agent skills are static — frozen documentation snapshots that go stale the moment APIs change or flags get deprecated. Checkly does it differently. Our SKILL.md is just 100 lines of CLI pointers. No baked-in docs. Your coding agent learns what it needs, when it needs it, straight from the Checkly CLI.