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

How GenAI Is Empowering Elastic Workforce

Sep 29, 2025 By Elastic In Elastic
With over 10,000 questions answered and a 99% satisfaction rate in just 90 days, ElasticGPT, our internal generative AI assistant built on Elastic’s Search AI Platform, is transforming how our teams find information, make decisions, and complete day-to-day tasks. Matt Minetola, CIO, explains how ElasticGPT helps employees access company knowledge faster using natural language queries. Learn how we’re using retrieval augmented generation (RAG) and a secure, scalable architecture to deliver trusted, real-time AI experiences across the organization.
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datadog

Model your architecture with custom entities in the Datadog Software Catalog

Sep 29, 2025 By Dan Green In Datadog
Every software organization has its own unique architecture and workflows. Beyond services and APIs, teams rely on internal libraries, CI/CD jobs, data pipelines, AI agents, and more to keep systems running smoothly. But as architectures grow more complex and interconnected, it can become difficult to keep track of all the structural dependencies and interactions in one place.
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atatus

Why Does Your Node.js App Crash in Production and How Can You Fix it?

Sep 29, 2025 By Pavithra Parthiban In Atatus
Node.js has become one of the most popular platforms for building scalable and high-performance web applications. Its event-driven, non-blocking I/O model allows developers to efficiently handle thousands of concurrent connections with minimal overhead. However, many businesses still face a critical challenge, Node.js applications often crash unexpectedly in production environments, causing downtime, lost revenue, and damage to brand reputation.
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Cribl

The telemetry time bomb - and what to do about it

Sep 29, 2025 By Bill Emmett In Cribl
Telemetry data is growing at an average of 29% a year — doubling costs every 18 months. That’s putting pressure on ITOps budgets, observability platforms, SecOps teams, and SIEM deployments alike. In this post, we’ll explore how unchecked data volumes, siloed tools, and aging architectures are creating a telemetry cost crunch that limits visibility, slows both troubleshooting and threat detection, and impacts business outcomes.
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scout

What is AI-Native Monitoring? The Complete Guide for Developers

Sep 29, 2025 By Sarah Morgan In Scout
Before we talk about AI-native monitoring, let’s take a quick step back to make sure everyone is on the same page. In software engineering, monitoring is the continuous collection and analysis of data about a system’s health, performance, and behavior. Tools like Scout Monitoring, Datadog, and New Relic traditionally track server uptime, request latency, error rates, and database performance.
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last9

Top 11 Java APM Tools: A Comprehensive Comparison

Sep 29, 2025 By Anjali Udasi In Last9
Are your Java applications running at their optimal performance, or is there room for improvement to make them faster and more efficient? With so many services depending on Java, keeping applications responsive and reliable is a core part of modern software engineering. This blog walks you through the leading Java Application Performance Monitoring (APM) tools, with a clear comparison to help you choose the right option for your needs.
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sematext

Best Web Transaction Monitoring Tools in 2025

Sep 29, 2025 By Hasan Wajahat In Sematext
Websites are no longer static pages. They’re dynamic, transaction-heavy ecosystems where every click, form submission, and login matters. Whether you’re in e-commerce, SaaS, or finance, transaction failures can lead to revenue loss, frustrated customers, and even damage to your brand. That’s where web transaction monitoring tools come in — a critical component to make sure every interaction goes smoothly.
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