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Blogs

Ten Great DevOps Job Opportunities

DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]

Mike Vizard · May 4, 2026
Blogs

The Velocity Trap: Why Shipping Faster Is Making Systems Worse

There is a particular flavour of engineering dysfunction that looks, from the outside, like peak performance. Deployments are frequent. Sprint velocity is high. The feature backlog is shrinking. Leadership is pleased. And underneath all of it, the system is quietly rotting. Technical debt compounds with every rushed deployment. Observability gaps widen because nobody has time […]

Muhammad Yawar Malik · May 1, 2026
AI

Arm Adds Free Toolkit to Analyze AI Agent Performance

Arm this week made available a free toolkit for analyzing agentic artificial intelligence (AI) workloads as they are being developed by DevOps and platform engineering teams. Earlier this year, Arm unveiled a 3nm processor based on its Neoverse V3 architecture that is specifically designed for AI workloads. The Arm Performix toolkit provides system-wide analysis across […]

Mike Vizard · Apr 30, 2026
Blogs

LocalStack Adds Ability to Visually Debug AWS Apps on Local Machines

LocalStack today announced it has extended its ability to simulate Amazon Web Services (AWS) environments to provide an ability to debug applications before deploying them. Colin Neagle, head of marketing for LocalStack, said App Inspector makes it possible for developers to debug their applications running in a simulated AWS environment inside a container on a […]

Mike Vizard · Apr 29, 2026
Sponsored Content

A Day with Developer Assist: Faster Fixes, Cleaner Commits

Security tools promise to help developers. In practice, many of them just relocate the burden. The vulnerability still needs to be understood, researched, and fixed, only now the developer is doing it across two or three tools instead of one, hours or days after they wrote the code in question. The real test of an […]

Rebecca Spiegel · Apr 29, 2026
AI

Google CEO Says 75% of New Code is AI-Generated

The era of the “human-only” software engineer is rapidly receding into the rearview mirror. Google CEO Sundar Pichai revealed Wednesday that a whopping 75% of the company’s new code is now generated by artificial intelligence (AI), marking a major shift in how the tech giant builds its products. The velocity of this transition has caught […]

Jon Swartz · Apr 29, 2026
DevSecOps

When AI Goes Really, Really Wrong: How PocketOS Lost All Its Data

You can’t make this crap up. You just wish you could. Jer Crane, founder of the small vertical software company, PocketOS, reported on X that the AI Cursor coding agent and a Railway backup misconfiguration combined to briefly wipe out the company’s car‑rental customer production data. Not some of the data. All of it. That’s […]

Steven J. Vaughan-Nichols · Apr 28, 2026
AI

5 Facts About AI Coding Agents from Comprehensive Benchmarking

AI coding agents are becoming more capable, but evaluating them is harder than it looks. Most benchmarks focus on a single dimension of agent capabilities; for instance, the popular SWE-Bench benchmark only focuses on fixing issues on open source Python repositories. Real-world software engineering involves fixing bugs of course, but it is a lot more […]

Graham Neubig · Apr 28, 2026
Blogs

GitHub Faces Scaling Issues as AI Development Surges

It appears that GitHub has its hands full adjusting to the demands of scaling AI workloads. First, the company paused sign-ups for its Copilot subscription tiers in response to a wave of demand from agentic AI projects. Then it shifted to usage-based pricing to, again, better align revenue with the heavy compute demands of AI […]

James Maguire · Apr 28, 2026
AI

OpenAI Debuts Symphony to Orchestrate Coding Agents at Scale

OpenAI has unveiled Symphony, an open-source specification that shifts how software development teams deploy AI in workflows, moving from interactive coding assistance toward continuous orchestration of autonomous agents. Symphony reframes project management tools as operational hubs for AI-driven coding. Rather than prompting an assistant for individual tasks, developers assign work through issue trackers, allowing agents […]

James Maguire · Apr 28, 2026
AI

The Next AI Breakthrough Isn’t Generative, It’s Agentic

Generative AI first captured the world’s attention by producing content at an unprecedented speed. From lines of code and documentation to frameworks and designs, content creation is now readily available at the click of a button. But the initial excitement around generative AI’s capabilities has given way to a new enterprise reality. As organizations move […]

Lee McClendon · Apr 28, 2026
AI

GitHub Resets Copilot Pricing as AI Compute Costs Surge

The development community saw this one coming: GitHub will transition its Copilot service to a usage-based billing model on June 1, replacing its existing system of fixed subscriptions supplemented by premium request limits. As reported last week, GitHub suspended new sign-ups for several of its Copilot subscription tiers as it faced a surge in demand […]

James Maguire · Apr 27, 2026
Blogs

Ten Great DevOps Job Opportunities

DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance their careers. Of course, the pool of […]

Mike Vizard · Apr 27, 2026