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The latest News and Information on Log Management, Log Analytics and related technologies.

What is Data Logging? A Complete Guide to Process and Practical Uses

Log management encompasses the practice of gathering, organizing, archiving, and maintaining access to logs. As devices and services multiply, so does the data they emit. It demands structured systems that can ingest logs in various formats, sort them for clarity, and retain them based on policies set by security, audit, or technical teams. In this blog, you’ll better understand data logging, its use cases, challenges, as well as trends.

LogRocket - The Ultimate Toolkit for Front-End Insight and Performance

When you need to get beyond surface-level metrics and see what users are actually going through when using your web application, LogRocket provides a potent set of tools. It was built with designers, developers, marketers, ecommerce managers, and web site owners in mind and in a nutshell it combines session replay, error tracking, product-level analytics, and AI-driven insight all in one place.

Inside the Coralogix AI Center: Solving AI's Silent Failure Crisis

Observability has always answered one core question: Is it running? But in the era of LLMs, autonomous agents, and AI-powered workflows, that’s no longer enough. We need to ask a harder, scarier question: Is it right? And right now, most teams can’t answer that. Let’s fix it. In our last post, “The AI Monitoring Crisis No One’s Talking About,” we outlined why prompt injection, hallucinations, and context drift create invisible failures.

Elastic wins 2025 Google Cloud DORA Award for Architecting for the Future with AI

Applying DORA principles to improve software delivery and operational performance with Google Cloud We’re thrilled to announce that Elastic has been honored with the 2025 Google Cloud DORA Award for Architecting for the Future with AI. Google Cloud DORA awards recognize organizations that have demonstrated significant advancements by applying DORA principles to improve their software delivery and operational performance with Google Cloud.

How ELSER Transforms One Keyword into Better Search Results

In this session, we’ll show you how Elastic's ELSER takes a single token like _“Terminator”_ and expands it into semantically related terms such as _software, alien, computer technology,_ and _Connor_ (for John Connor). This makes search results more relevant, even when the exact keyword isn’t used.

How to Monitor NVIDIA GPU Metrics with Cribl Edge & Stream (Complete Tutorial)

If you’re running AI, ML, or data-intensive workloads on GPUs, monitoring their performance is critical. Overheating, under-utilization, or memory bottlenecks can cost you thousands in cloud bills and potential downtime. This guide walks you through collecting real-time GPU telemetry using nvidia-smi, sending it to Cribl Edge, routing it through Cribl Stream, and using Cribl Search to analyze the data—step by step.

What Is Log Monitoring (and Why IT Teams Are Shifting to Log Intelligence)

Your infrastructure isn’t confined to a single location anymore. It’s spread across clouds, containers, and on-prem systems, and every layer is spitting out logs: access attempts, performance spikes, error codes, config changes. That data is invaluable if you can find the signal in the noise. But with millions of logs flying by every day, that’s easier said than done.

What Is Semantic Intent? Interpreting User Intent in AI Search [Quick Question Ep. 4]

What is semantic intent, and why is it crucial in the age of *AI search?* In this episode of Quick Question, we break down how semantic *intent interprets* the meaning behind your query in semantic search. About Elastic Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform — the development platform used by thousands of companies, including more than 50% of the Fortune 500.

Beyond the Pipeline: Data Isn't Oil, It's Power.

Originally published on Medium, this piece by Winston Hearn dives into a philosophical discussion on why the "data is oil" metaphor is no longer serving the tech industry. Hearn argues that by reframing our thinking to "data is power," we can better understand and manage today's complex data systems. ‍ For more than a decade, we in the tech industry have referenced a common metaphor: data is the new oil. It’s a concept that’s easy to grasp.

RUM measurements: Start with the data, discover the story

When something breaks in your application, a slow page, a spike in errors, or a drop in engagement, the typical response is to chase the symptoms. But what if we flipped that process? What if we started not from user complaints, but from actual performance measurements, collected from real sessions in real time? That’s exactly the idea behind Coralogix RUM Measurements.