Business of DevOps
Agentic CI/CD is Not Automation: Why the Distinction Will Define DevOps in 2026
There is a dangerous conflation happening across our industry right now. Teams are plugging LLM-powered agents into their deployment pipelines, calling it "agentic CI/CD," and treating it as the next logical step ...
Claude Code Can Now Run Your Desktop
Anthropic moves beyond the chat window with full computer control — and the implications for developers and enterprise teams are significant ...
Visual Studio Code 1.115 Moves Deeper Into Agent-Native Development
VS Code 1.115 adds the VS Code Agents companion app, better browser tools, and background terminal interaction for agentic development workflows ...
GitHub Copilot Pulls Drawstring On Tighter Developer Usage Limits
New limits for GitHub Copilot come as no surprise. To roll out over the next few weeks, at the time of writing, two usage limit restrictions will come into place ...
How Much Is That AI Subscription in the Window?
An analysis of the escalating AI subscription wars between Anthropic and OpenAI, highlighting the "Single Prompt Sinkhole" phenomenon where power users exhaust $100/month limits in hours and the industry's shift toward observability ...
Google’s Scion Gives Developers a Smarter Way to Run AI Agents in Parallel
Google's open-source Scion testbed lets developers run isolated, parallel AI agents across local and remote clusters. Here's how it works ...
LayerX: Anthropic’s Claude Code Can Easily Be Easily Weaponized
LayerX researchers were able to convince the popular AI coding tool to bypass its guardrails and execute malicious instructions ...
Claude Code’s Ultraplan Bridges the Gap Between Planning and Execution
Anthropic introduces Ultraplan, a research preview for Claude Code that shifts complex coding plans from the terminal to a collaborative cloud environment. This feature enables developers to review, comment on, and refine ...
Why Most DevSecOps Pipelines Fail at Runtime Security (not Build Time)
Runtime risk refers to security exposure caused by configuration, identity or infrastructure changes after deployment ...
VibeCode Meets DevOps: Accelerating Low-Code Innovation
AI-assisted low-code tools like VibeCode speed app development, but DevOps teams must ensure security, quality and CI/CD integration ...
If it Isn’t Code, it’s Just Advice
In the world of AI coding, success hinges on code-native solutions that integrate and verify changes directly in the codebase. Many AI tools fail by relying on external dashboards, lacking the reproducibility ...
Is Your AI Agent Secure? The DevOps Case for Adversarial QA Testing
Adversarial QA testing helps validate AI agents under real-world conditions, exposing risks like prompt injection and logic failures ...

