GitHub - modelcontextprotocol/servers: Model Context Protocol Servers
Official integrations are maintained by companies building production ready MCP servers for their platforms. 21st.dev Magic - Create crafted UI components inspired by the best 21st.dev design engineers. 2slides - An MCP server that provides tools to convert content into slides/PPT/presentation or generate slides/PPT/presentation with user intention. ActionKit by Paragon - Connect to 130+ SaaS inte
Today, we are excited to announce the launch of .NET 10, the most productive, modern, secure, intelligent, and performant release of .NET yet. It’s the result of another year of effort from thousands of developers around the world. This release includes thousands of performance, security, and functional improvements across the entire .NET stack-from languages and developer tools to workloads-enabl
GitHubは2026年2月25日、GitHub Copilot CLIを、すべての有料プラン（Copilot Pro/Pro+/Business/Enterprise）のユーザーに向けて一般提供を開始した。開発に関連する様々な作業をこなすコーディングエージェントをターミナルから操作できるようになる。 GitHub Copilot CLI is now generally available - GitHub Changelog 日本語版：GitHub Copilot CLIが、すべての有料プラン向けに一般提供（GA）を開始 - GitHubブログ Dear developers at work, GitHub Copilot CLI is generally available with /plan, /plugin, /resume, /review, /yolo, /models,
2025: The year in LLMs
31st December 2025 This is the third in my annual series reviewing everything that happened in the LLM space over the past 12 months. For previous years see Stuff we figured out about AI in 2023 and Things we learned about LLMs in 2024. It’s been a year filled with a lot of different trends. The year of “reasoning” The year of agents The year of coding agents and Claude Code The year of LLMs on th
GitHub Copilot CLI is now generally available - GitHub Changelog
Menu. Currently selected: Agentic development in your terminal GitHub Copilot CLI—the terminal-native coding agent that brings the power of GitHub Copilot directly to your command line—is now generally available for all Copilot subscribers. Editor’s note (February 27, 2026): Updated the text to accurately indicate that Copilot CLI is available to all Copilot subscribers. Since launching in public
Rails 8.1 + Ruby 4.0.1で作り直したenno.jpアプリをfly.ioでリリースしました｜TechRacho by BPS株式会社
2026.02.13 Rails 8.1 + Ruby 4.0.1で作り直したenno.jpアプリをfly.ioでリリースしました こんにちは、hachi8833です。 2013年から私が運営している日本語のあからさまなエラーを検出するWebサービス、enno.jpをRails 8.1とRuby 4.0.1で完全に作り直し、2月8日からリリースしました。使い方はリニューアル前と基本的に同じですが、多数の改良を加えました。 サイト: enno | 日本語の文章のタイポ・誤字脱字検出ツール リニューアルの概要については更新情報に手短に記載してありますが、本記事ではRailsやSaaSなどについてもう少し説明します。個別について詳しくは追って記事にしたいと思います。 1: SaaSをHerokuからfly.ioに乗り換えた サイト: fly.io | Deploy app servers clo
Update 1.99.1: The update addresses these security issues. Update 1.99.2: The update addresses these issues. Update 1.99.3: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the March 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highligh
Edit: A lot of folks have been asking what worfklows I used to write these apps. I used GitHub Copilot in VS Code with a custom agent prompt that you’ll find toward the end of this post. Context7 was the only MCP I used. I mostly just used the built-in voice dictation feature and talked to Claude. No fancy workflows, planning, etc required. The agent harness in VS Code for Opus 4.5 is so good - yo
Update 1.97.1: The update addresses these security issues. Update 1.97.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the January 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Next Edit Suggestions (preview) - Co
Imagine visiting your repository in the morning and feeling calm because you see: Issues triaged and labelled CI failures investigated with proposed fixes Documentation has been updated to reflect recent code changes. Two new pull requests that improve testing await your review. All of it visible, inspectable, and operating within the boundaries you’ve defined. That’s the future powered by GitHub
Update 1.86.2: The update addresses these issues. Update 1.86.1: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the January 2024 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Per-window zoom levels - Adjust the zoom leve
11th March 2025 Online discussions about using Large Language Models to help write code inevitably produce comments from developers who’s experiences have been disappointing. They often ask what they’re doing wrong—how come some people are reporting such great results when their own experiments have proved lacking? Using LLMs to write code is difficult and unintuitive. It takes significant effort
こんにちは。サービス開発室の武田です。 このエントリは、2018年から毎年公開している AWS全サービスまとめの2025年版 です。昨年までのものは次のリンクからたどってください。 AWSにはたくさんのサービスがありますが、「結局このサービスってなんなの？」という疑問を自分なりに理解するためにまとめました。 今回もマネジメントコンソールを開き、「サービス」の一覧をもとに一覧化しました。そのため、プレビュー版など一覧に載っていないサービスは含まれていません。また2024年にまとめたもののアップデート版ということで、新しくカテゴリに追加されたサービスには[New]、文章を更新したものには[Update]を付けました。ちなみにサービス数は 250個 です。 まとめるにあたって、次のドキュメントや、弊社の多数のブログを参考にしました。 コンピューティング Amazon EC2 正式名称は Amaz
Advancing Windows for AI development: New platform capabilities and tools introduced at Build 2025
We’re excited to be back at Build, a special moment each year to connect with the global developer community. It’s energizing to share what we’ve been working on, and just as important, to hear how developers are using Microsoft platforms to build what’s next. At Microsoft, we believe the future of AI is being built right now across the cloud, on the edge and on Windows. Windows is, and will remai
AWS attendee guide for DevOps and Developer Productivity track at re:Invent2021 | Amazon Web Services
AWS DevOps & Developer Productivity Blog AWS attendee guide for DevOps and Developer Productivity track at re:Invent2021 AWS re:Invent is a learning conference hosted by Amazon Web Services for the global cloud computing community. We are super excited to join you at the 10th annual re:Invent to share the latest from AWS leaders and discover more ways to learn and build. Let’s celebrate this miles
What I learned building an opinionated and minimal coding agent
What I learned building an opinionated and minimal coding agent 2025-11-30 It's not much, but it's mine Table of contents In the past three years, I've been using LLMs for assisted coding. If you read this, you probably went through the same evolution: from copying and pasting code into ChatGPT, to Copilot auto-completions (which never worked for me), to Cursor, and finally the new breed of coding
AIニュースノート：nano-bananaが話題に、AGENTS.mdの採用広がる、Microsoft Copilotに3Dモデリング機能が追加、ChatGPTでプロジェクト専用メモリー搭載、Claude for Chromeの安全設計など gihyo.jpのニュース記事として取り上げていなかったもののなかから、直近の興味深いAIに関連するニュース概要を簡単にまとめてみました。 ※この記事は、不正確な内容を含んでいる可能性のある実験的コンテンツです。正確な情報はリンク先を確認してください。 nano-bananaの週でした nano-bananaこと、Gemini 2.5 Flash Imageがリリースされて、このモデルによる画像生成・編集が話題になった週でした。興味深い使い方やベストプラクティスも紹介されています。 “nano-banana”の舞台裏：対話×段階編
What I learned building an opinionated and minimal coding agent
What I learned building an opinionated and minimal coding agent 2025-11-30 It's not much, but it's mine Table of contents In the past three years, I've been using LLMs for assisted coding. If you read this, you probably went through the same evolution: from copying and pasting code into ChatGPT, to Copilot auto-completions (which never worked for me), to Cursor, and finally the new breed of coding
Release date: November 12, 2025 Update 1.106.1: The update addresses these issues Update 1.106.2: The update addresses these issues Update 1.106.3: The update addresses these issues Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the October 2025 release of Visual Studio Code. This release brings significant updates across three key areas:
From pixels to characters: The engineering behind GitHub Copilot CLI’s animated ASCII banner
Most people think ASCII art is simple, and a nostalgic remnant of the early internet. But when the GitHub Copilot CLI team asked for a small entrance banner for the new command-line experience, they discovered the opposite: An ASCII animation in a real-world terminal is one of the most constrained UI engineering problems you can take on. Part of what makes this even more interesting is the moment
Who doesn’t love a good front-end tool? In this roundup, you’ll find useful front-end tools that were popular last year and will help you speed up your development workflow. Let’s dive in! Over the past 12 months, I’ve shared hundreds of tools in my newsletter, Web Tools Weekly. I feature tons of practical libraries, helpers, and other useful things for front-end and full-stack developers. These t
Update 1.87.1: The update addresses these issues. Update 1.87.2: The update addresses this security issue. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the February 2024 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Voice dictation in editor - Use your
GitHub Copilot CLI: New models, enhanced code search, and better image support - GitHub Changelog
GitHub Copilot CLI: New models, enhanced code search, and better image support GitHub Copilot CLI continues to evolve with significant improvements to search capabilities, better image support, access to and support for the latest AI models, and reliability enhancements. Here's what we've been working on lately. Latest AI models now available We've added support for the newest models from OpenAI a
shittycodingagent.ai
Core 4 toolsread, write, edit, bash Multi-providerAnthropic, OpenAI, Google, Mistral, Groq, Cerebras, xAI, OpenRouter, ZAI, Ollama, plus OAuth for Copilot, Gemini CLI, Antigravity, Claude, Codex /modelswitch models mid-conversation Sessionstree view, branching, resume any point Compactionauto-summarize long conversations Bash modeprefix with ! to run commands Imagespaste or drag into context Model
The feature is still in development and not yet ready for general use. View the experimental features (@tag:experimental). Copilot Edits Agent mode improvements (Experimental) Last month, we introduced agent mode for Copilot Edits in VS Code Insiders. In agent mode, Copilot can automatically search your workspace for relevant context, edit files, check them for errors, and run terminal commands (w
An AI-native software engineer is one who deeply integrates AI into their daily workflow, treating it as a partner to amplify their abilities. This requires a fundamental mindset shift. Instead of thinking “AI might replace me” an AI-native engineer asks for every task: “Could AI help me do this faster, better, or differently?”. The mindset is optimistic and proactive - you see AI as a multiplier
January 4, 2026 AI coding assistants became game-changers in 2025, but harnessing them effectively takes skill and structure. These tools dramatically increased what LLMs can do for real-world coding, and many developers (myself included) embraced them. At Anthropic, for example, engineers adopted Claude Code so heavily that today ~90% of the code for Claude Code is written by Claude Code itself.
Expert used ChatGPT-4o to create a replica of his passport in just 5 minutes bypassing KYC
SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 41 | Security Affairs newsletter Round 519 by Pierluigi Paganini – INTERNATIONAL EDITION | China admitted its role in Volt Typhoon cyberattacks on U.S. infrastructure | Symbolic Link trick lets attackers bypass FortiGate patches, Fortinet warns | Attackers are exploiting recently disclosed OttoKit WordPress plugin flaw | Laboratory Services Cooperative dat
目次 qiita.com zenn.dev note.com ■MCPサーバー/github copilot 情報源 MCPサーバー関連 情報源まとめ 実験結果まとめ系 基本実装（3大プリミティブ） C#でMCPサーバーの3大プリミティブ「ツール」「プロンプト」「リソース」のイメージ図 C#でMCPサーバーを作る/ツールをつくる C#でMCPサーバーのプロンプトをつくる C#でMCPサーバーのリソースをつくる じじいLLMとギャルLLMを口論させる(AzureOpenAI／Microsoft.Extensions.AI) 特殊実装 MCPのツールを、MCPサーバー本体exeとは別のdllに定義する github copilot の使い方 copilot-instructions.md（カスタム命令）で、AIのキャラ付けや前提指示を予め行っておく 好きな名前.prompt.md（プロンプトフ
GitHub - taishi-i/awesome-ChatGPT-repositories: A curated list of resources dedicated to open source GitHub repositories related to ChatGPT and OpenAI API
awesome-chatgpt-api - Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota. awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better. awesome-chatgpt - Curated list of awesome tools, demos, docs for ChatGPT and GPT-3 awesome-totally-open-chat
Building agentic workflows from scratch is hard. You have to manage context across turns, orchestrate tools and commands, route between models, integrate MCP servers, and think through permissions, safety boundaries, and failure modes. Even before you reach your actual product logic, you’ve already built a small platform. GitHub Copilot SDK (now in technical preview) removes that burden. It allows
Accepted at ICLR 2026 (Oral). GEPA: REFLECTIVE PROMPT EVOLUTION CAN OUTPER- FORM REINFORCEMENT LEARNING Lakshya A Agrawal1 , Shangyin Tan1 , Dilara Soylu2 , Noah Ziems4 , Rishi Khare1 , Krista Opsahl-Ong5 , Arnav Singhvi2,5 , Herumb Shandilya2 , Michael J Ryan2 , Meng Jiang4 , Christopher Potts2 , Koushik Sen1 , Alexandros G. Dimakis1,3 , Ion Stoica1 , Dan Klein1 , Matei Zaharia1,5 , Omar Khattab6
Follow us on LinkedIn, X, Bluesky | Release date: April 29, 2026 Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the 1.118 release of Visual Studio Code. This release expands where you can work with Copilot agents and makes them more efficient. Here are the highlights for this release: Remote control: Track and control your ongoing Copilot
Update 1.90.2: The update addresses these issues. Update 1.90.1: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the May 2024 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Editor tabs multi-select - Select and perform act
GitHub - jamesmurdza/awesome-ai-devtools: Curated list of AI-powered developer tools.
Full development environments with AI for code generation, chat, and debugging: Cursor — An IDE with chat, edit, generate and debug features. Forked from VSCodium, so the interface is similar to VS Code. Uses OpenAI. Windsurf — An IDE with chat, edit, generate and debug features. Forked from VSCodium, so the interface is similar to VS Code. Formerly known as Codeium. Zed — A high-performance, mult
Version 1.107 is now available! Read about the new features and fixes from November. Release date: December 10, 2025 Update 1.107.1: The update improves the agent sessions experience, adds an agent workflow tutorial, and addresses these issues. The key highlights include: Agent sessions view defaults to side-by-side and remembers your toggle state. Agent sessions that require your input are now cl
Do you ever feel like you’re spending more time moving between different tools than you are writing code? If you thrive in the terminal and want faster, more predictable ways to run tests, fix code, and manage context, Copilot CLI slash commands give you that control without breaking your flow. You can use slash commands to perform a variety of tasks like configuring which AI model to use or setti
Release date: July 9, 2025 Update 1.102.1: The update addresses these issues. Update 1.102.2: The update addresses these issues. Update 1.102.3: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the June 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some
TL;DR: Aim for a clear spec covering just enough nuance (this may include structure, style, testing, boundaries) to guide the AI without overwhelming it. Break large tasks into smaller ones vs. keeping everything in one large prompt. Plan first in read-only mode, then execute and iterate continuously. “I’ve heard a lot about writing good specs for AI agents, but haven’t found a solid framework yet
Docker Build Check登場やActionsの話など｜Productivity Weekly(2024-08-14,08-07)
こんにちは。サイボウズ株式会社 生産性向上チームの平木場です。 僕たち生産性向上チームは毎週水曜日に Productivity Weekly という「1 週間の間に発見された開発者の生産性向上に関するネタを共有する会」を社内で開催しています。 本記事はその時のネタをまとめたものです。 2023-01-25 号から、基本的に隔週で連載することとしました。たまに単独でも投稿するかもしれません。 今週は 2024-08-14, 2024-08-07 合併号です。 今回が第 162 回目です。過去の記事はこちら。 news 📺 Docker ビルドチェックの紹介: ベストプラクティスによるDockerfileの最適化 | Docker docker build 時に Dockerfile のベストプラクティスに従っているかどうかをチェックする機能、Docker Build Checks が登場し
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Announcing .NET 10 - .NET Blog
GitHub Copilot CLI が一般提供を開始 | gihyo.jp
March 2025 (version 1.99)
Opus 4.5 is going to change everything
January 2025 (version 1.97)
Automate repository tasks with GitHub Agentic Workflows
January 2024 (version 1.86)
Here’s how I use LLMs to help me write code
【2025年】AWS全サービスまとめ | DevelopersIO
AIニュースノート：nano-bananaが話題に、AGENTS.mdの採用広がる、Microsoft Copilotに3Dモデリング機能が追加、ChatGPTでプロジェクト専用メモリー搭載、Claude for Chromeの安全設計など | gihyo.jp
October 2025 (version 1.106)
Top Front-End Tools Of 2023 — Smashing Magazine
February 2024 (version 1.87)
February 2025 (version 1.98)
The AI-Native Software Engineer
My LLM coding workflow going into 2026
目次(WinUI3/WPF/xaml/C#/C++メモ) - tera1707’s blog
Build an agent into any app with the GitHub Copilot SDK
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Visual Studio Code 1.118
May 2024 (version 1.90)
November 2025 (version 1.107)
A cheat sheet to slash commands in GitHub Copilot CLI
June 2025 (version 1.102)
How to write a good spec for AI agents