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Observability, Monitoring and Analytics

The latest Observability, Monitoring and Analytics news, analysis and insights from DevOps.com.

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Blogs

Report: AI Agents Increase Observability Costs

Cisco has released its Splunk State of Observability 2026 report, revealing that companies face growing costs and operational challenges as they deploy AI agents without sufficient monitoring capabilities. The report found that 57% of organizations spend more on telemetry, the data used to monitor IT systems, than on the infrastructure being monitored. Additionally, 55% of […]

James Maguire · Oct 23, 2026
Observability

Claude Platform Now Sends Agent Traces Straight to Your Observability Stack

Anthropic is making it easier to see what Claude-based agents do in production. The company has added OpenTelemetry trace export to the Claude Platform. Developers can now send traces from the Messages API, Claude Managed Agents, and the Claude SDKs to the observability tools they already use. The feature launched in public beta on October […]

Tom Smith · Oct 15, 2026
Blogs

Dynatrace Acquires Arize as AI Agents Deepen the Observability Challenge

Dynatrace announced Thursday it has agreed to acquire AI observability company Arize in a $915 million cash and stock transaction. Rick McConnell, CEO of Dynatrace, said the company expects demand for AI observability will keep growing as more AI systems move into production. He said acquiring Arize would speed up Dynatrace’s roadmap, expand its developer […]

Jaime Hampton · Aug 17, 2026
Blogs

Survey Surfaces Rising Tide of Investments in Observability

A survey of 628 enterprise IT leaders conducted by the Futurum Group finds well over a third (36%) plan on spending more than $1 million on observability in 2026, with 7% planning to spend in excess of $5 million. Mitch Ashley, vice president and practice lead for software lifecycle engineering at the Futurum Group, said […]

Mike Vizard · Apr 7, 2026
Features

Apica Extends Scope and Reach of Platform for Managing Telemetry Data

Apica today updated its Ascent platform to add support for synthetic data that is increasingly being used by artificial intelligence (AI) agents to observe application environments. Version 2.16 of the platform adds support for a set of real user monitoring (RUM) and service level objective (SLO) dashboards, an ability to correlate changes made to any […]

Mike Vizard · Apr 7, 2026
Blogs

Observability: The Real Killer App

My friends, I’ve been around long enough in the world of DevOps, cybersecurity and cloud-native to see the “next big thing” fade into “just another dashboard.” But today I’m here to tell you: observability isn’t just another tool—it might very well be the killer app of our era. The Rise of Observability Remember when “monitoring” […]

Jenn Yarnold · Nov 20, 2025
Blogs

Chronosphere Adds AI Remediation Guidance to Observability Platform

Chronosphere this week previewed artificial intelligence (AI) capabilities that are embedded into its observability platform that, in addition to helping identify the root cause of an issue, also provides remediation suggestions. Additionally, the company made available a Model Context Protocol (MCP) Server through which AI coding tools and agents will be able to query observability […]

Mike Vizard · Nov 13, 2025
Features

Report: Full-Stack Observability Cuts Downtime Costs

The numbers are sobering, at best. A new global survey from New Relic pegs the median cost of a high-impact IT outage at $2 million per hour (that’s roughly $33,333 a minute) with a median annual hit of $76 million. That’s not just a bad week; it’s a major operational risk. And it’s landing just […]

James Maguire · Oct 7, 2025
Blogs

AppSignal Adds OpenTelemetry Support to Monitoring Platform

AppSignal has extended its application performance monitoring platform to provide native support for OpenTelemetry, an open source framework for instrumenting applications that is being advanced under the auspices of the Cloud Native Computing Foundation (CNCF). Wes Oudshoorn, chief product officer for AppSignal, said the implementation of OpenTelemetry is designed to enable DevOps teams with a […]

Mike Vizard · Aug 15, 2025
Blogs

Centreon Extends Monitoring Reach into Observability Realm

Centreon this week generally made available an open source agent for monitoring IT and operational technology (OT) environments that incorporates the open source OpenTelemetry agent for instrumenting applications that is being advanced under the auspices of the Cloud Native Computing Foundation (CNCF). Raphaël Chauvel, chief product officer at Centreon, said now that the Centreon Monitoring […]

Mike Vizard · Jul 17, 2025
Blogs

How to Alleviate Your Observability Challenges

Observability is becoming a keystone of contemporary DevOps practices. Even departments that weren’t traditionally a part of DevOps are seeing the benefits of being brought under the auspices of observability teams. In 2023, however, organizations are finding that the road to adoption is bumpier than expected. Here are seven of the biggest challenges DevOps teams […]

Chris Cooney · Oct 31, 2023