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

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AI

Black Duck Adds AI Tool to Analyze and Fix Code in Real Time

Black Duck today added a tool for analyzing and remediating code that is directly integrated into artificial intelligence (AI) coding tools. Company CEO Jason Schmitt said Black Duck Signal makes it possible to discover issues as application developers increasingly rely on AI coding tools to generate more code faster, which paradoxically also typically contains more […]

Mike Vizard · Dec 10, 2025
AI

Multi-Agent System Promises Faster Bug Detection and Resolution

IT outages cost companies over $14,000 per minute. IBM Research’s Project ALICE uses multiple AI agents to help engineers find bugs faster and restore systems. Software bugs are expensive. When a critical system goes down, every minute of downtime costs revenue, frustrates customers, and strains engineering teams scrambling to find the problem. The challenge isn’t […]

Tom Smith · Dec 9, 2025
AI

Harness Allies with AWS to Integrate AI Agents for Software Engineering

Harness this week extended its alliance with Amazon Web Services (AWS) to integrate their respective artificial intelligence (AI) agents to automate DevOps workflows. Announced at the AWS re:Invent 2025 conference, Harness is now integrating the Model Context Protocol (MCP) server it added to its continuous integration/continuous delivery (CI/CD) platform with the Kiro AI coding tool […]

Mike Vizard · Dec 4, 2025
AI

Code Quality and Security Risks of AI-Generated Code

AI-powered tools and coding assistants have become popular and widely used among software developers for several reasons. They promise to deliver not only speed and comfort but also a tool for filling knowledge gaps in engineering teams that are short on time and resources. You can leverage such tools to generate code that handles complex […]

Joydip Kanjilal · Dec 4, 2025
AI

AWS Adds Specialized AI Agents to Kiro Coding Tool to Automate DevOps Tasks

Amazon Web Services (AWS) today at its re:Invent 2025 conference extended its Kiro artificial intelligence (AI) tool to provide access to a set of agents that have been trained to trigger specific actions as they observe the way code is being created. Adnan Ijaz, director of project management for Kiro at AWS, said these specialized […]

Mike Vizard · Dec 3, 2025
AI

Stack Overflow Makes Available AI Assistant for Verifying Code

Stack Overflow today made generally available an artificial intelligence (AI) tool that makes it possible to use natural language to search its repositories for code. Company CTO and chief product officer Jody Bailey said AI Assist provides developers with a conversational search and discovery tool that enables them to more easily find relevant online content […]

Mike Vizard · Dec 2, 2025
AI

Developer Productivity in the Vibe Coding Era: Is AI Really Moving the Needle?

Let me be clear. I do not like the term “vibe coding.” The label is sloppy and the concept it pushes is even sloppier. It lumps together two very different practices and turns a serious profession into a trend. On one side, experienced developers use AI to speed up real work. They ask pointed questions, […]

Hadi Chami · Nov 26, 2025
AI

The Future of DevOps Still Has a Pulse

Over the last few years, we have watched our industry get swept up in the promise of AI agents. The pitch is compelling: tell a system “Deploy this workflow and roll back if things don’t go as expected,” and watch it handle everything else. No more YAML troubleshooting and pipeline debugging. We’ve all been there, […]

Anshul Sharma · Nov 25, 2025
AI

The Hidden Cost of “Free” Open Source Infrastructure

When the OpenSSF, PyPI, Rust Foundation, and OpenJS recently declared that “Open Infrastructure Is Not Free,” they highlighted a crisis that affects every organization building modern software. Behind every container image pulled, every vulnerability scan and every automated deployment, there’s a vast web of infrastructure: Package registries, CI/CD services, artifact repositories, security feeds, distribution networks and CDN layers. For decades, this […]

John Amaral · Nov 24, 2025
AI

Why AI Integration in DevOps is so Important

AI is transforming DevOps security with real-time threat detection, automated scanning and predictive analytics. Learn how AI strengthens CI/CD pipelines and protects modern software delivery.

Andrej Kovacevic · Nov 21, 2025
AI

AlertD Emerges to Apply AI to Observing AWS Environments

AlertD this week emerged from stealth to launch a DevOps platform that leverages generative artificial intelligence (AI) to provide deeper insights into Amazon Web Services (AWS) environments by automatically generating dashboards that make it possible to more easily discover and visualize issues. Fresh off raising $3 million in initial funding, AlertD CEO Geoff Hendrey said […]

Mike Vizard · Nov 20, 2025
AI

Tessl Details Plan to Build Platform for Managing AI Agents Embedded in DevOps Workflows

Tessl today outlined a plan to extend a registry it created for specifications that govern the behavior of artificial intelligence (AI) agents being used to build software to create a platform for creating, distributing and observing those specifications. Speaking at a DevCon Fall 2025 conference hosted by the company, Tessl CEO Guy Podjarny said that […]

Mike Vizard · Nov 19, 2025
AI

SRE in the Age of AI: What Reliability Looks Like When Systems Learn

As AI and ML become core production components, SRE is evolving from managing deterministic systems to ensuring the reliability of dynamic, learning systems. New metrics, workflows, guardrails and cross-disciplinary practices are redefining reliability in the age of adaptive software.

Muhammad Yawar Malik · Nov 19, 2025
AI

New Relic Enhances Azure Integration with AI-Powered Observability Tools

New Relic Inc. unveiled a suite of intelligent observability integrations with Microsoft Azure on Tuesday to streamline incident response and boost developer productivity as enterprises rush to adopt artificial intelligence (AI) workflows. The company’s new AI Model Context Protocol (MCP) Server now feeds real-time observability data directly into Azure’s SRE Agent and Microsoft Foundry, eliminating […]

Jon Swartz · Nov 18, 2025
AI

I Saw DevOps’ Future—and Its Name is AI Native Dev

I was down in Brooklyn this week attending AI Native DevCon, and let me tell you—there’s no hidden metaphor or clever subtext in that name. What GuyPo and the gang have built here is exactly what it says on the tin: a community and a movement laser-focused on using AI natively in software development. Not […]

Jenn Yarnold · Nov 18, 2025