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

netdata

Node Groups: Organize Your Infrastructure Into Reusable Views

Apr 1, 2026 By Netdata Team In netdata
When you’re managing a handful of nodes, the flat list in the nodes tab works fine. When you’re managing hundreds or thousands, it becomes a wall of hostnames. You end up applying the same filters repeatedly: all the production database servers, all the nodes in eu-west, all the Kubernetes workers in the staging cluster. The filters work, but they don’t persist, and there’s no way to share them with the rest of your team. Node groups solve this.
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graylog

Unified Logging for a Single Source of Truth

Apr 1, 2026 By Jeff Darrington In Graylog
In Star Trek, the Borg are a cybernetic alien organism that forcibly assimilates other beings and technologies into its hivemind called “The Collective.” Each assimilated being or technology becomes part of the unified consciousness, with the villainous Borg Queen as the leaders. As the only independent thinker, the Borg Queen leads this rapidly adapting Collective.
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Agno Monitoring & Observability with OpenTelemetry and SigNoz

Apr 1, 2026 By SigNoz - Open Source Observability Platform In SigNoz
Learn how to implement end-to-end monitoring and observability for Agno-based AI systems using OpenTelemetry and SigNoz. In this video, we walk through instrumenting your Agno workflows, collecting traces, metrics, and logs, and visualizing everything in SigNoz to gain real-time visibility into performance, failures, and bottlenecks. You'll see how to move from basic logging to production-grade observability—so you can debug faster, optimize latency, and confidently run AI systems at scale.
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Playwright Myths Busted: Speed, Flakiness, Production Monitoring & AI Test Generation

Apr 1, 2026 By Checkly In Checkly
Playwright is too hard, too slow, and too flaky — right? In this webinar, Stefan busts six common end-to-end testing myths and shows how to reuse your Playwright tests as production monitors with Checkly. He covers codegen, trace viewer, UI mode, flakiness root causes (and fixes), and a quick look at Playwright MCP for AI-assisted test generation.
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checkly

Checkly Playwright Reporter: A Cloud Dashboard for Your Playwright Tests

Apr 1, 2026 By Pırıl Kavlak In Checkly
The Checkly Playwright Reporter is an npm package that sends the results of npx playwright test to Checkly as a cloud test session, including traces, screenshots, videos, and full debugging context. Run your Playwright suite in CI or locally, and every result gets a persistent, shareable home in Checkly with AI-powered analysis, richer trace-derived views, and a direct path to production monitoring. It does not replace Playwright. It makes the output of Playwright much easier to work with.
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appsignal

What Metrics to Monitor in Your Vibe Coded App

Apr 1, 2026 By Tarun Singh In AppSignal
These days, using a tool such as Cursor, GitHub Copilot, Zed, or Claude makes it easier than ever to develop and deploy applications. You express your requirements, receive the completed project back as output, and there you have it! You now have an application that is in production and functioning. However, the surprise comes after the app has been deployed. When your app breaks or behaves abnormally, it may not be immediately obvious what is wrong or how to fix it.
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datadog

Measure the business impact of every product change with Datadog Experiments

Apr 1, 2026 By Bridgitte Kwong In Datadog
Modern product teams ship features constantly. Every change—whether it’s a new onboarding flow, pricing tweak, or UI adjustment—raises the same question: Did this improve the product? AI has changed the stakes entirely: As release cycles accelerate and code generation scales across every team, the volume of changes has outpaced most teams’ ability to measure their true value.
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honeycomb

From Honeycomb Customer to Bee: An Observability Champion's Journey

Apr 1, 2026 By Josh Parsons In Honeycomb
One of the most important and meaningful cornerstones that has defined and powered my career so far has been how I try to use my skills and talents to make the people around me stronger and achieve positive outcomes. My roles in tech have predominantly been in the ops engineering domain. I consider myself an ops engineer; a title I wear with pride.
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Reality Bytes Is BACK: ft. Marc Petter on the Future of IT Jobs

Apr 1, 2026 By Nexthink In Nexthink
Reality Bytes is back—and this time, we’re diving straight into the future of IT jobs. Tom, Oriana, and Dina are joined by Marc Petter (Senior Product Manager, Nexthink) to explore how AI is reshaping roles, workflows, and career paths. From automating repetitive tasks to the rise of AI agents handling entire processes, the conversation tackles what’s changing, what still requires a human touch, and how IT professionals can stay ahead. They unpack the difference between what can vs. should be automated, and what the new IT career ladder might look like in an AI-driven world.
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