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chaossearch

Understanding the Three Pillars of Observability: Logs, Metrics and Traces

Apr 30, 2026 By Sandro Lima In ChaosSearch
Many people wonder what the difference is between monitoring vs. observability. While monitoring is simply watching a system, observability means truly understanding a system's state. DevOps teams leverage observability to debug their applications, or troubleshoot the root cause of system issues. Peak visibility is achieved by analyzing the three pillars of observability: Logs, metrics and traces. Depending on who you ask, some use MELT as the four pillars of essential telemetry data (or metrics, events, logs and traces) but we'll stick with the three core pillars for this piece.
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manageengine

Top tips: When "sounds right" isn't right

Apr 30, 2026 By Nandana Ann Mathew In ManageEngine
Top Tips is a weekly column where we highlight what’s trending in the tech world today and list ways to explore these trends. This week, we’re looking at why convincing AI answers can still be wrong and how to catch them before they slip through. AI doesn’t fail the way it used to. It doesn’t give obviously wrong answers. It gives answers that are just right enough to trust. And that’s exactly why we stop questioning it. It fits into our workflow so easily.
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statusgator

Improved Microsoft 365 private status integration

Apr 30, 2026 By Valeria Kurolapova In StatusGator
Keeping track of your Microsoft 365 services just got easier. We’ve rolled out an update to the Microsoft 365 integration that removes manual setup and improves visibility. All services in your account can now automatically appear as components, so you can monitor them right away.
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statusgator

Reports just got smarter

Apr 30, 2026 By Valeria Kurolapova In StatusGator
We’ve upgraded the Reports page in StatusGator to give you more insight directly inside the StatusGator dashboard. Previously, reporting was limited to exports you could use to calculate your own uptime percentages and trends. Now, in addition to exported reports, you can view key reports and metrics without needing to download anything. We’ve also added a one-click download of the most commonly requested report: Uptime percentage by monitor.
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coralogix

Coralogix and Atlassian: Full-Stack Observability Inside the Incident Workflow

Apr 30, 2026 By Micha Duman In Coralogix
Incident response has a well-known efficiency problem. The tools teams use to detect and investigate issues are often disconnected from the tools they use to manage and resolve them. Engineers spend a significant portion of each incident switching between platforms, assembling context that should already be at hand. Even when the data is available, correlating signals across user, app, infrastructure, and security events to pinpoint a root cause remains manual and slow.
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incidenthub

GitHub Outages 2025 - 2026: Reliability Analysis and Outage History

Apr 30, 2026 By Hrishikesh Barua In IncidentHub
Hashicorp's co-founder Mitchell Hashimoto decided to pull out his Ghostty project from GitHub in April 2026 due to GitHub's reliability issues. He did this after 18 years of using GitHub, saying that GitHub "is no longer a place for serious work". GitHub has experienced a significant decline in reliability over the past 6 months, and Hashimoto is not alone in expressing this sentiment.
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coralogix

Your Team is Using Claude Code. Do You Know What It's Costing You?

Apr 30, 2026 By Lily Waldorf In Coralogix
The first two weeks of Claude Code are exciting. The third week is when you realize you don’t have visibility into what it’s doing or what it’s costing you. You would not run a production service without metrics, logs, and dashboards or deploy an API without knowing its latency, error rate, or cost per request.
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squared up

Why dashboards still matter in the age of AI

Apr 30, 2026 By Blog In Squared Up
I recently gave a talk at Experts Live India 2026 about SquaredUp, and even before getting into the demo, there was one question I knew I had to address: Is the dashboard era over? It's something we're all hearing more. "Just ask AI." "Agentic AI will build your dashboards automatically." "Why bother with static views when a chatbot can answer anything?" It's a fair question. Answering it requires a clear understanding of what a dashboard represents.
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grafana

Faster fixes, less context sharing: how Grafana Assistant learns your infrastructure before you even ask

Apr 30, 2026 By William Dumont In Grafana
When an unexpected alert fires these days, most engineers' first move is to ask their AI assistant for help.You ask why your checkout service is slow and the assistant gets to work, but it can't get any meaningful insights—at least not quickly—without the proper guidance. So, the next thing you know you're sharing deals about your existing data sources, the services you have running, how they connect, which labels and metrics matter, and on and on.
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rollbar

Rollbar Pricing Explained: Plans, Features, and What You Actually Pay

Apr 30, 2026 By Rollbar In Rollbar
You’re comparing error monitoring tools. You’ve narrowed it down to two or three options. Now you need to know what this actually costs before you bring it to your team. Here’s what Rollbar costs, what’s included at each tier, and how it compares to Sentry and Datadog on pricing. No sales pitch, just the math.
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