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AIOps

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

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Blogs

Context Engineering: The Next Frontier in AI-Driven DevOps

Imagine a world where your on-call alerts are not just a cryptic message, but a rich, contextualized story of what’s happening, why it’s happening, and how to fix it. This is the promise of context engineering, a concept poised to redefine the role of artificial intelligence in DevOps. While AI has long been touted as […]

Arun Sanna · Nov 3, 2025
Blogs

Grafana Labs Extends AI Capabilities of Observability Platform

Grafana Labs this week made generally available an artificial intelligence (AI) agent, dubbed Grafana Assistant, for its namesake dashboard in addition to previewing Grafana Assistant Investigations, an AI incident management tool that analyzes the observability stack, generates findings and hypotheses, and surfaces actionable recommendations for mitigation and remediation. Announced at its ObservabilityCON 2025 conference, Grafana […]

Mike Vizard · Oct 10, 2025
Blogs

Whose Ops is it Anyway? How IDPs, AI and Security are Evolving Developer Culture

It was only a few years ago that perhaps the biggest hurdle for DevOps advocates was convincing leadership that it was worth the investment. That conversation has since shifted. In most organisations today, the value of faster releases, tighter feedback loops, and closer collaboration between development and operations is obvious. The challenge is no longer […]

Olivier de Turckheim · Oct 9, 2025
Blogs

Accelerating Business Growth Using AIOps and DevOps

Adopting AIOps helps DevOps through automation, predictive intelligence and better data-driven decisions. This collaboration fosters efficient processes, improved quality and continuous improvement to meet the ever-changing demands of the industry and customer requirements.

Joydip Kanjilal · Nov 26, 2024
Blogs

Survey Sees AI Being Applied to Improve Software Quality Testing

A global survey of 1,775 IT and business executives published today finds 71% are working for organizations that have integrated some form of artificial intelligence and generative AI capability into their operation, with just over a third (34%) specifically using AI to improve quality assurance. Conducted by Sogeti, a unit of Capgemini in collaboration with […]

Mike Vizard · Oct 22, 2024
Blogs

Building Toward Unified Observability

Observability, AI and automation can help organizations achieve proactive IT management and eschew traditional monitoring. Here’s what’s involved.

Efrain Ruh · May 16, 2024
Blogs

6 Transformative Mainframe Predictions for 2024

The success of organizations in today’s digital economy demands speed — the ability to quickly respond to market trends with new applications and services, instant access to critical data, and resolution of issues even before they affect service. As we move into the new year, the adoption and adaptation of emerging technologies on the mainframe […]

John McKenny · Feb 19, 2024
Blogs

Why AIOps is Critical for Networks

Vitria Technology’s Andrew Colby discusses why AIOps, artificial intelligence and machine learning (AI/ML) are key capabilities for organizations to continue providing the level of performance and reliability customers expect.

Mitch Ashley · Oct 3, 2023
Blogs

Coming Soon: AutoOps

I’ve spent a lot of time looking at products in the DevOps toolchain and paying attention to where they are going, what they are doing that is new and how they are differentiated. That has led me to one inescapable conclusion: AutoOps is on the way. What is AutoOps? AutoOps is full robotic automation; the […]

Don Macvittie · Jun 7, 2023
DevOps Practice

Start Automating Now

A bit of feedback I received from last week’s post is that I didn’t provide any background, I just jumped right in with examples. So let’s take a step back and talk about the bigger picture. It is always a surprise to me when I talk to enterprise friends and associates and hear that automation […]

Don Macvittie · Apr 19, 2023
Blogs

PagerDuty Bets on AIOps and Automation to Simplify IT Management

PagerDuty this week made generally available an artificial intelligence for IT operations (AIOps) platform that leverages the data model embedded in its incident management software to reduce the amount of time required for an AI platform to learn how an IT environment operates. Jonathan Rende, senior vice president and general manager for PagerDuty, said that […]

Mike Vizard · Apr 14, 2023
Blogs

Predicting, Preventing and Resolving Incidents With AIOps

IT operations teams, site reliability engineers (SREs) and service providers are on a mission to scale across geographies, expand their digital services and create new experiences for customers. Amid this drive, their backend IT systems are getting more complex. This hinders visibility into applications and makes monitoring and troubleshooting cumbersome. With heightened competition in the […]

Simon Nadar · Apr 13, 2023
Blogs

HPE to Acquire OpsRamp to Gain AIOps Platform

Hewlett-Packard Enterprise (HPE) this week revealed it is acquiring OpsRamp to gain access to a platform for embedding artificial intelligence in IT operations (AIOps). Latha Vishnubhotla, chief platform officer in the office of the CTO for HPE, said the company would embed the machine learning technology developed by OpsRamp across its entire portfolio in addition […]

Mike Vizard · Mar 21, 2023