Operations | Monitoring | ITSM | DevOps | Cloud

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

Introducing Real-Time Conversations with Netdata AI

Over the past few months, we’ve seen incredible adoption of our AI Investigations and Insights reports. Teams are using them to automate the deep, thoughtful analysis required for complex post-mortems, capacity planning, and performance optimization. These comprehensive reports are fantastic when you need a well-researched, shareable document. But what about the moments during an investigation?

2026 Observability Predictions: What Lies Ahead?

What remains of the 2025 AI hype? After a year of “AI will fix everything” promises, engineering teams in 2025 hit a wall of reality: AI is a tool, not a magic bullet. We’re now seeing a more practical approach: identifying broken workflows and tasks where AI can help and leveraging AI strengths like data analysis at speed and scale to derive meaningful, valuable insights. Looking ahead, 2026 will reward organizations that combine AI innovation with a practical approach.

How to Integrate App Synthetic Monitoring into Your CI/CD Pipeline for Flawless Deployments Meta Description:

In today’s age of continuous delivery, a failed deployment or a drop in performance can affect thousands of users in just a few minutes. Traditional testing happens before deployment, but what about after the code is live? This is where app synthetic monitoring becomes a critical part of your CI/CD pipeline. Integrating synthetic monitoring into CI/CD transforms your pipeline from a simple delivery mechanism into a proactive quality and performance gatekeeper.

Sampled analysis of 10 billion spans with Coralogix highlight comparison

The CNCF reported that between 39% and 56% of organizations surveyed are now ingesting traces as part of their observability strategy. Tracing has become a cornerstone of any modern observability operation. Customers are regularly handling 10s of billions of spans every day, but with billions of spans, how can teams quickly figure out what is changing, what’s breaking, or what’s slowing down?

From Waste to Asset: Transforming Inefficient Systems into Strategic Business Power

Is your technology working for you or against you? For many business leaders, the answer feels obvious. You see the symptoms every day: frequent downtime, slow performance that grinds productivity to a halt, and a constant stream of frustrating disruptions that pull your team away from their real work. These aren't just minor annoyances; they are significant financial liabilities.

CloudSpend in 2025: Making cloud cost management easier at scale

In 2025, cloud environments became more distributed, and cloud costs followed suit. Managing spend across multiple providers, teams, and business units required a more deliberate, governed approach, when visibility alone was no longer enough. Organizations needed clearer ownership, better structure, and tools that could scale alongside their cloud usage.
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Cloud Outages Are Rising: How Early Signals Help IT Teams Respond Faster in 2026

Cloud outages used to be rare, headline-making events. Today, they're part of the daily reality of running digital operations. Whether triggered by a configuration error, network routing issue, API failure, or global infrastructure disruption, cloud incidents now occur frequently, propagate quickly, and affect more services than ever before. In 2025, one trend has become undeniable: Teams that detect cloud outages early experience less downtime, respond faster to incidents, and avoid unnecessary internal chaos.