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

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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
Features

Honeycomb Adds Ability to Orchestrate Multiple AI Agents to Observability Platform

Honeycomb has added a Canvas framework for managing and orchestrating multiple artificial intelligence (AI) agents as they observe and query massive amounts of telemetry data. Morgante Pell, technical lead manager for engineering at Honeycomb, said Canvas is the latest extension to a series of Honeycomb Intelligence initiatives that, for example, provide access to an AI […]

Mike Vizard · Sep 17, 2025
Blogs

New Relic Adds Support for Model Context Protocol to Observability Platform

New Relic this week added support for the Model Context Protocol (MCP) to its observability platform to surface insights into artificial intelligence (AI) agents and applications. Originally developed by Anthropic, MCP is rapidly becoming a de facto application programming interface (API) for enabling interoperability between AI agents and other sources of data. New Relic has […]

Mike Vizard · Jun 13, 2025
DevOps and Open Technologies

Logz’s AI Chatbot Makes Your Observability Tools Smart(er)

Everyone is adding AI to their applications. Sometimes that’s overkill. But Logz.io’s IQ Assistant, which purports to make the most of your software stack’s records, actually makes sense.

Steven J. Vaughan-Nichols · May 24, 2024
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
Application Performance Management/Monitoring

Oracle Bill is 5x Client’s Budget ¦ Toyota Out of Space

In this week’s The Long View: Birmingham looks like the Detroit of the UK—is it Oracle’s fault? Plus: Was Toyota’s factory failure caused by running out of disk space?

Richi Jennings · Sep 7, 2023
Blogs

The Tragedy of the Data Commons: Balancing Innovation With Risk

Clean drinking water and fisheries are classic examples of the “tragedy of the commons,” the problem in economics and ecology where an individual is incentivized to consume as much of a shared resource as possible at the expense of the larger society. With fisheries, for example, a logical fisherman would like to make as many […]

Cullen Childress · Jun 13, 2023
Blogs

Vercel Adds Observability Tools to Web Application Framework

Vercel today announced it has added a suite of observability tools to its platform for building web applications using Next.js, an instance of the open source React framework based on a JavaScript library. Vercel CTO Malte Ubl said the Vercel Monitoring tools make it simpler for developers to troubleshoot applications without relying on a DevOps […]

Mike Vizard · Feb 28, 2023