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A collection of 87 posts

Semantic Issue Search Makes Copilot a Planning Surface, Not Just a Coding Assistant

Semantic Issue Search Makes Copilot a Planning Surface, Not Just a Coding Assistant

Semantic issue search sounds like a small GitHub quality-of-life feature until you remember where coding agents get their work. They do not start with perfect tickets. They start with messy human descriptions of broken software. GitHub has added semantic issue search to Copilot Chat on the web. Users can now

GitHub Just Removed Models From Copilot Web, and That Is the Enterprise Story

GitHub Just Removed Models From Copilot Web, and That Is the Enterprise Story

One day after GitHub made Gemini 3.5 Flash broadly available in Copilot IDE clients, it removed all Gemini models from Copilot Chat on the web. That looks contradictory only if you still think “multi-model” means every model belongs in every dropdown. GitHub’s May 20 changelog says Copilot Chat

Copilot Auto Model Selection Turns the Model Picker Into Policy

Copilot Auto Model Selection Turns the Model Picker Into Policy

GitHub Copilot’s Auto button used to feel like a convenience setting. Now it is starting to look like the actual product. GitHub says Copilot auto model selection in VS Code now routes based on the task itself, not just model availability. The router weighs real-time utilization and model-health signals,

Azure Blob Storage Wants to Kill the LLM Cold-Start Tax

Azure Blob Storage Wants to Kill the LLM Cold-Start Tax

The least glamorous Azure AI update this week is also one of the most useful. Microsoft and Run:ai added Azure Blob Storage support to Run:ai Model Streamer, which lets vLLM and SGLang stream SafeTensors model weights from az:// paths toward GPU memory instead of first downloading the full

Gemini 3.5 Flash in GitHub Copilot Is the Multi-Model Strategy Becoming the Product

Gemini 3.5 Flash in GitHub Copilot Is the Multi-Model Strategy Becoming the Product

GitHub adding Gemini 3.5 Flash to Copilot is not the odd-couple story it looks like. Yes, a Google model is landing inside a Microsoft-owned developer product. That makes a tidy headline. But the better read is more structural: Copilot is becoming less of a model and more of a

Remote Copilot CLI Makes Human Approval the New Coding-Agent Interface

Remote Copilot CLI Makes Human Approval the New Coding-Agent Interface

GitHub’s remote control for Copilot CLI is now generally available, but the product is easier to understand if you ignore the most obvious headline. This is not really about coding from a phone. It is about turning the developer into a remote reviewer for an agent running somewhere with

Microsoft’s Open Agent Stack Is Really Kubernetes History Repeating Itself

Microsoft’s Open Agent Stack Is Really Kubernetes History Repeating Itself

Microsoft’s latest open-source pitch for AI agents is easy to read as conference wallpaper: Linux, Kubernetes, containers, agents, applause. That would be the lazy read. The sharper version is that Microsoft is trying to define the boring infrastructure layer agents will need before enterprises let them do real work.

Microsoft’s Stateless MCP-on-App-Service Pattern Is What Happens When Agent Tools Grow Up

Microsoft’s Stateless MCP-on-App-Service Pattern Is What Happens When Agent Tools Grow Up

Microsoft publishing a guide to scaling stateless MCP servers on Azure App Service sounds like infrastructure plumbing because it is. That is the point. The Model Context Protocol is moving from “local tool server I started in a terminal” to “production API an agent depends on,” and production APIs need

GitHub’s Copilot Cloud-Agent Audit API Is Boring in Exactly the Way Enterprise AI Needs

GitHub’s Copilot Cloud-Agent Audit API Is Boring in Exactly the Way Enterprise AI Needs

GitHub’s new Copilot cloud-agent audit API is the kind of release that will not trend, will not get a launch video, and will not inspire anyone to post “we are so back.” Good. Enterprise AI needs more boring surfaces like this and fewer magical screenshots. The feature is a

Cheaper Copilot Cloud-Agent Models Mean Agentic Coding Needs a Scheduler, Not Just a Smart Model

Cheaper Copilot Cloud-Agent Models Mean Agentic Coding Needs a Scheduler, Not Just a Smart Model

GitHub adding Claude Haiku 4.5 and GPT-5.4-mini to Copilot cloud agent is not really a model-news story. The model names will change. The useful signal is the price multiplier: both are listed at 0.33x. That is GitHub quietly admitting what every platform team is about to learn

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