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

atatus

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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dotcom-monitor

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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coralogix

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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honeycomb

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

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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splunk

Observability That Works: Understand System Failures and Drive Better Business Outcomes

Jan 22, 2026 By Stephen Watts In Splunk
Modern systems don't fail because engineers lack skills; they fail because teams can't see why systems are failing at all or can’t see why they’re failing fast enough. Often, the problem isn't a lack of tools — it's a lack of clear, connected visibility across data, teams, and systems. This is where observability transforms how organizations operate. It's no longer just about keeping systems running.
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