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

Working with GPUs on Kubernetes and making them observable

Jun 5, 2025 By Nikolay Sivko In Coroot

GPUs are everywhere powering LLM inference, model training, video processing, and more. Kubernetes is often where these workloads run. But using GPUs in Kubernetes isn’t as simple as using CPUs. You need the right setup. You need efficient scheduling. And most importantly you need visibility. This post walks through how to run GPU workloads on Kubernetes, how to virtualize them efficiently, and how Coroot helps you monitor everything with zero instrumentation or config.

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Integrations: AWS & Logs

Jun 4, 2025 By Honeycomb In Honeycomb

Check out just a few ways to bring data in to Honeycomb. This video highlights one-click AWS integrations, plus familiar log formats. Honeycomb Telemetry Pipeline Manager is an optional component of Honeycomb Telemetry Pipeline, a product available with Honeycomb Enterprise.

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Honeycomb

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Inside the Wins: Real Stories of Transforming Azure Observability into Business Value

Jun 4, 2025 By LogicMonitor In LogicMonitor

Azure environments are growing fast, and so are the challenges of monitoring them at scale. In this blog, part of our Azure Monitoring series, we look at how real ITOps and CloudOps teams are moving beyond Azure Monitor to achieve hybrid visibility, faster troubleshooting, and better business outcomes. These real-life customer stories show what’s possible when observability becomes operational. Want the full picture? Explore the rest of the series.

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LogicMonitor

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Real-Time Observability with ClickHouse, Coroot, and GlassFlow

Jun 4, 2025 By Pablo Pardo Garcia In Coroot

Coroot is excited to feature an editorial from GlassFlow for our first Open Source Spotlight. We hope to improve the workflow of our global community of SREs and DevOps professionals by sharing exciting projects like Glassflow, which make innovation accessible for everyone through the freedom of open source. If you have an open source or open core project you’d like to see on our blog next, send us a message!

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Coroot

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How to Improve Uptime and Achieve Root Cause Analysis (with Open Source!)

Jun 4, 2025 By Coroot In Coroot

Observability doesn’t begin and end at telemetry or your ELK stack: most open source or vendor tools require configuration, dashboard customization, and may not actually pinpoint the data you need to mitigate system risks. Coroot was designed to solve the problem of time-consuming root cause analysis: it handles the full observability journey — from collecting telemetry to turning it into actionable insights. We also strongly believe that simple observability should be an innovation everyone can afford to benefit from: which is why our software is open source.

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A Developer's Framework for Selecting the Right Tracing Vendor

Jun 4, 2025 By Alexandr Bandurchin In Uptrace

Distributed tracing tracks requests as they flow through microservices, revealing bottlenecks, failures, and performance patterns. Without proper tracing, debugging production issues becomes guesswork—especially in complex architectures with dozens of services. Modern applications generate millions of traces daily. The right vendor helps you extract actionable insights without drowning in data or breaking your budget.

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Uptrace

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Introducing Cribl Copilot Editor

Jun 4, 2025 By Cribl In Cribl

Start building complete telemetry pipelines with Cribl Copilot Editor to tackle your toughest filter, transformation and schema mapping challenges today.

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Peacetime Observability: Spotting Risks Before They Become Incidents

Jun 3, 2025 By Nikolay Sivko In Coroot

Most of the time, nothing’s broken. Traffic’s flowing, alerts are quiet, and everything seems fine. That’s peacetime, when no one’s getting paged. Coroot helps in both peacetime and wartime. When things go wrong, it guides you to the root cause fast. But during peacetime, it helps you spot risks early, clean up inefficiencies, and prevent those incidents from happening in the first place.

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Why database observability is key to successful cloud data platform adoption

Jun 2, 2025 By John Q. Martin In Redgate

Data is the lifeblood of businesses the world over, from the smallest startup to the largest enterprise. Making sure that it’s available when you need it, secured for authorized use, and recoverable from faults is vital to operating data platforms, no matter where your business is on its cloud journey. This can only be achieved by putting the right data into the hands of the right people, in a timely way, to make the right decisions about how to manage that platform effectively.

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Redgate

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Monitoring Backstage with OpenTelemetry:Closing the observability blind spot

Jun 2, 2025 By Elizabeth Mathew In SigNoz

‘One small step for a man, but a huge leap for developers’ — me, when I realised how to observe my Backstage with OpenTelemetry. Backstage is often the “portal” through which we manage all our other systems, but who watches the watcher? Recently, we gave a KubeCon Talk, highlighting that monitoring Backstage itself is critical. When Backstage isn’t observable, it becomes a blind spot in your infrastructure.

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