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The latest News and Information on Observabilty for complex systems and related technologies.

How Modern Network Analytics Drive Faster, More Reliable Applications

Jan 27, 2026 By OpsMatters In OpsMatters

Your users face sluggish performance and spotty connections daily. Hybrid cloud paths, SaaS platforms, SD-WAN routes, and Wi-Fi networks all contribute to this frustration. Microsoft recently revealed they handled a 2.4 Tbps DDoS attack on Azure, proving how enormous network events quietly erode application quality without causing total blackouts.

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How Observability Cuts IT Costs? [7 Proven Ways to Reduce Infra, Storage and Operational Spend for 2026]

Jan 26, 2026 By Pavithra Parthiban In Atatus

IT budgets are getting squeezed, yet teams are expected to deliver faster releases, higher reliability and tighter security. Observability has become one of the few levers that directly influences IT cost reduction because it gives teams the ability to understand exactly what’s consuming resources, wasting storage, dragging performance, and inflating operational workload. In this guide, you’ll learn seven evidence-backed strategies that leading engineering teams use to cut expenditure.

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Cribl Insights Demo

Jan 26, 2026 By Cribl In Cribl

Get instant visibility into how data moves through your Cribl environment with Cribl Insights. In this demo, Product Manager Pavan Venkatesh walks through how Cribl Insights helps you understand system health, data flows, and how to set up alerts and notifications —so you can proactively troubleshoot faster and optimize resources to get max ROI.

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API Observability: Why Outside-In Signals Are Still Essential

Jan 25, 2026 By Dotcom-Monitor In Dotcom-Monitor

API observability has become a go-to goal for modern engineering teams. As architectures shift to microservices and APIs become the backbone of products, teams need a reliable way to understand what’s happening across services, before issues turn into incidents. That’s where observability comes in: collect the right signals, connect the dots, and debug faster.

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GenAI Observability in Grafana Cloud: End-to-End Agent Debugging (Demo)

Jan 25, 2026 By Grafana In Grafana

From Observability for GenAI Applications (Grafana OpenTelemetry Community Call) We drill into traces to see which agents called which tools, where errors occurred, how long each LLM call took, and how costs and tokens are distributed. The walkthrough also covers using AI assistance to summarize long traces and identify optimization opportunities in real time..

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Introducing System Datasets: Observing the Observability Platform

Jan 25, 2026 By Coralogix Team In Coralogix

Modern observability platforms are great at explaining what’s happening in your apps and your infrastructure. However, all too often the observability platform itself remains a black box. As observability data and usage grow, governance almost always lags behind, and teams struggle to answer basic operational questions like: This valuable data is typically fragmented across admin UIs, billing pages, support tickets, and tribal knowledge.

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AI in Production Is Growing Faster Than We Can Trust it

Jan 23, 2026 By Fahim Zaman In Honeycomb

Enterprise software has moved past the generative AI testing phase. Businesses with millions of daily users or workloads are no longer just prototyping LLMs in a vacuum. They’re directly wiring agentic efficiency into product interfaces and infrastructure to stay competitive. This wave is often compared to the spread of microservices in the past, but we aren’t just adding new dependencies and complexity.

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Cribl Notebooks Demo Powered by Lakehouse

Jan 23, 2026 By Cribl In Cribl

In this demo, Product Manager David Cavuto walks through how Cribl Notebooks helps security and IT teams investigate faster by combining live data, historical context, and interactive analysis — all in one place.

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Observability Trends to Watch in 2026 - Cutting Down On Signal Noise

Jan 23, 2026 By Splunk In Splunk

Cut down on noisy telemetry data and move toward high signal density.

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Breaking Down IT Silos with OpManager Plus's Full-stack observability

Jan 22, 2026 By Sandhya Saravanan In ManageEngine

In today's complex and dynamic IT landscape, a single application relies on dozens of interconnected services, from physical servers to virtual machines, cloud instances, and third-party APIs. When something goes wrong, a traditional monitoring approach that focuses on individual components is no longer enough. This is where full-stack observability becomes critical. It's the ability to gain a holistic, real-time understanding of your entire technology stack, from the user experience all the way down to the underlying network infrastructure.

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