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

Top tips: Why the most underrated tech skill today Is interpretation

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 interpretation matters when messages, meetings, and notifications never seem to stop. We live in a world where messages travel faster than meaning. Emails are sent in seconds, chats stack up by the hour, and meetings are recorded, transcribed, and summarized before we’ve had time to process what was actually said.

Debugging AI Agents in Production Without Losing Your Mind

AI agents are powerful, but debugging them in production is hard. Non-deterministic behavior, LLM latency, and token costs create observability challenges that traditional monitoring tools don't address. In this webinar, engineers from Inkeep and SigNoz walk through how Inkeep monitors its AI agent framework in production using OpenTelemetry-native observability.

Navigating the Signal Tsunami: Why Shared Observability Matters

Digital businesses today generate a flood of telemetry—metrics, logs, traces, and events—at a scale that grows exponentially with every new application, cloud service, and user interaction. In one recent IDC survey, every organization reported sharing observability data across teams, yet nearly half said poor collaboration still prevents them from identifying performance problems.

We're Past Human-Scale Operations. Here's Why.

Ever been on a 100-person P1 call where everyone says, “It’s not us”? That’s not a people problem. It’s a broken operating model. More tools. More data. More teams. And somehow… slower resolution. This is what happens when observability is fragmented across silos. Each team has data, but no one has shared truth—and human-scale operations can’t keep up with modern IT complexity. This clip breaks down why the old model no longer works.

From PaaS to Observability: Implementing OTel with VictoriaMetrics

The final piece of the PaaS puzzle is observability. Once the platform is built, the challenge shifts to managing the volume of data generated by distributed services. In our first Tech Talk of 2026, Mathias and Marc discuss the technical path from platform deployment to standardized observability. We focus on the practical implementation of OpenTelemetry (OTel) and why choosing a high-performance backend is critical to avoiding the "Observability Tax.".

Redefining Application Management Services - the AIOps Way

For years, Application Management/Maintenance Services (AMS) have been the go-to solution for IT leaders trying to keep their business applications stable and running. The AMS pitch was simple: Hand over your apps to us, and we’ll manage and maintain them for you! And for a long time, that model has delivered promising results. It allows internal teams to focus on innovation while service providers handle the operational heavy lifting.