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azure-ai

A collection of 130 posts

GitHub’s ‘Fix with Copilot’ Button Is a CI Shortcut With a Governance Problem Attached

GitHub’s ‘Fix with Copilot’ Button Is a CI Shortcut With a Governance Problem Attached

GitHub’s new Fix with Copilot button looks like the smallest possible product feature: a failed GitHub Actions run gets a button, Copilot cloud agent investigates, pushes a fix to the branch, and tags the developer for review. Cute. Also: this is exactly where coding agents stop being autocomplete and

GitHub Copilot’s New Default Model Is Really an Enterprise Change-Control Story

GitHub Copilot’s New Default Model Is Really an Enterprise Change-Control Story

GitHub’s latest Copilot change looks like the usual model shuffle: GPT-5.3-Codex is now the base model for Copilot Business and Copilot Enterprise, replacing GPT-4.1 for organizations without approved alternatives. The more important story is less glamorous and more useful: GitHub is quietly turning model selection into enterprise

AgenticOps Is DevOps After the Author of the Commit Stops Being Human by Default.

AgenticOps Is DevOps After the Author of the Commit Stops Being Human by Default.

“AgenticOps” is the kind of label that makes engineers reach for the mute button. Fair. But Microsoft’s AKS lab is worth reading past the branding because it sketches a real operating model for a world where the author of a pull request is not always a human by default.

Privacy Middleware Is Where Agent Security Stops Being a Slide and Starts Being an API Boundary.

Privacy Middleware Is Where Agent Security Stops Being a Slide and Starts Being an API Boundary.

The most important part of agent security is usually not the model. It is the boundary around the model. That is why Microsoft’s privacy-proxy middleware post is more useful than its modest GitHub footprint suggests. It does not promise that an agent will become wiser, safer, or more “enterprise-ready”

Microsoft’s SC-500 Cert Is a Roadmap for the AI Security Job Nobody Has Fully Defined Yet.

Microsoft’s SC-500 Cert Is a Roadmap for the AI Security Job Nobody Has Fully Defined Yet.

Microsoft’s new Cloud and AI Security Engineer Associate certification sounds, at first pass, like ordinary credential churn. Another exam code, another badge, another study guide for people who already have too many tabs open in Microsoft Learn. But SC-500 is more interesting than that because exam outlines are roadmaps