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Anthropic Claude desktop extensions, connectors vs. local, remote MCP servers

Anthropic has introduced two new concepts for connecting AI models to resources through MCP: desktop extensions and connectors. Extensions are available only on Claude Desktop (Windows and Mac), while connectors are supported on both the desktop and the Claude.ai web app. All desktop extensions are local MCP servers, but not all local MCP servers qualify as extensions. Conversely, all remote MCP servers are considered connectors; however, not all connectors are remote MCP servers. Although some theoretical documentation about these new concepts exists, I mainly categorized them based on how Claude Desktop organizes the different types of MCP servers.

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Install Microsoft AI Shell on Mac

Microsoft has released AI Shell v1.0.0‑preview.5, which provides a Windows-only security patch, while Preview 4 delivered substantial improvements—enhanced macOS side‑pane support in iTerm2, Entra ID authentication, expanded Invoke‑AIShell functionality (with new -PostCode, -CopyCode, and -Exit flags)—all based on community feedback to improve workflows across Azure OpenAI, macOS, and PowerShell. This article also explains how to install Microsoft AI Shell on macOS.

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Managing container networks in Windows Server 2025

Windows Server 2025 can run Windows and Hyper-V containers. The former share resources like the kernel with the host OS and have process-level isolation, while the latter run in virtual machines. To enable communication between containers and with physical systems, you must configure the network accordingly.

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New in VS Code GitHub Copilot: Command allow/deny lists, resubmit requests, MCP server catalog

VS Code version 1.102 introduced several useful new features in GitHub Copilot. Command allow/deny lists let you specify which commands the Copilot agent can execute without asking for permission. The resubmit feature enables you to edit a previous request and resubmit the prompt. Additionally, the new VS Code version includes various updates for managing MCP servers, including a curated catalog of MCP servers.

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METR study: Is AI-assisted coding overhyped?

A new study by METR got a lot of attention online. It claims that developers often overestimate the productivity boost from AI tools. In a coding test, the researchers found that AI caused a 19% "slowdown" for developers. In my opinion, it's not AI coding that's overhyped, but rather the study's findings.

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GitHub Copilot concepts: An overview of all services and tools

The number of GitHub Copilot concepts continues to grow, and their similar names can easily confuse. This post offers an overview of all the concepts, along with a link to find more information. The main confusion stems from the Copilot tools on GitHub.com and GitHub Copilot in VS Code. Although there is some overlap, keeping these two areas separate is essential.

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What is Microsoft Sovereign Cloud?

Microsoft recently announced Microsoft Sovereign Cloud, which is aimed at European customers. The main goal is to provide more autonomous solutions in a politically complex climate, including options that do not require a cloud connection. Nonetheless, detailed information about the product has yet to be disclosed.

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Install Grafana 12 on Windows

Grafana is an open-source platform for analytics and monitoring that allows you to visualize metrics, logs, and traces from any source. This blog post will walk you through installing the newly released Grafana 12 on Windows.

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Enable hidden Windows features with the free ViVeTool

ViVeTool is an open-source tool for Windows 10 and Windows 11 that allows you to enable or disable hidden or experimental Windows features. Microsoft often tests new features in Insider builds that are not immediately visible to all users. This program lets you manually control these hidden features without waiting for official updates.

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Warp 2.0: AI terminal evolves into Agentic Development Environment (ADE)

The brand-new Warp 2.0 no longer wants to be just an AI-powered terminal. The Warp team appears to be taking inspiration from Anthropic’s Claude Code and OpenAI’s Codex CLI. Both AI-driven coding tools target devs who prefer to code in a terminal instead of working in an Integrated Development Environment (IDE). Zach Lloyd, Warp's CEO, is eager to join the AI agent race, believing that features like the Agent Management Panel, diffs, and a built-in editor can transform a CLI tool into a vibe coding platform or what he calls an Agentic Development Environment (ADE).

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