こんにちは、URBAN HACKS サーバーサイドエンジニアの池田です。 2025/9/25に GitHub Copilot CLI が public preview 版で登場しました！ 業務で GitHub Copilot をメインに使っている私にとっては待望の CLI です！ なお、GitHub Copilot CLI は以下の有料プランで利用可能です。 GitHub Copilot Pro GitHub Copilot Pro+ GitHub Copilot Business GitHub Copilot Enterprise プロンプトの送信ごとにプレミアムリクエストを1消費します。 ちなみに名前が紛らわしいのですが、GitHub CLI の拡張として存在していた copilot の方は廃止されるそうです。 執筆時点の環境 OS: macOS GitHub Copilot CLI
何年後かの自分へ こんにちは、のんピ(@non____97)です。 業務で使用する新しいMacが届きました。 新しいMacを初期セットアップするにあたって「今の設定どうだったっけ...」と調べる時間が結構かかってしまいました ということで何年後かの自分がまた新しいMacに乗り換える際に手間取らないように、設定した内容を書き記しておきます。 移行先のMacの情報は以下の通りです。M1 Max、嬉しい。 # OSのバージョンの確認 > sw_vers ProductName: macOS ProductVersion: 12.4 BuildVersion: 21F79 # カーネルのバージョン確認 > uname -r 21.5.0 # CPUのアーキテクチャの確認 > uname -m arm64 # CPUの詳細確認 > sysctl -a machdep.cpu machdep.cpu.
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
これは何？ AIを利用したサービスって色々ありますよね。 自分もwebサイトやアプリを提供しようと思ったとき、AIを組み込めたらいいなと思うことが多々あります。 ただね、あの、あんまり大声では言えないんですが…… 面倒、なんですよね。AIをサービスに組み込むのって。 「いや、APIキー払い出してOpenAIとかAnthropicのAPI呼び出すだけでしょ？OpenRouterとか経由すれば複数モデルも楽だし」 そうではあるんですが、自分が面倒だと思ってるのはそこではなくて課金の管理周りなんですよ。 従量課金のAPIキー払い出しておいて、忘れた頃に細かい請求がちらほら……なんて考えたくもない（忘れるな）。 自分はどちらかと言うとサブスク派だし、どっちにしてももうみんなAI使ってるでしょ？だったらみんなが契約してるAIサービスを使えるようなサービスにすれば良いんじゃない？？ そんなこんなで、自
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
GitHub Copilot CLIのBYOK機能でOllamaのローカルモデルを使ってみた | DevelopersIO
BYOKモード時はGitHub認証が不要で、プロバイダーの認証情報だけで利用を開始できます。GitHubにもサインインすると/delegate（Copilot coding agentへのタスク委任）やGitHub Code Searchなどの追加機能が使えるようになります。 設定方法の概要はcopilot help providersで確認できます。 $ copilot help providers Custom Model Providers (BYOK): Use your own model provider instead of GitHub Copilot's model routing. Set the COPILOT_PROVIDER_BASE_URL environment variable to activate BYOK mode. GitHub authentica
Update 1.78.1: The update addresses this security issue. Update 1.78.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the April 2023 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Accessibility improvements - Better scre
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
Copilot CLI now supports BYOK and local models - GitHub Changelog
Menu. Currently selected: Connect any model provider GitHub Copilot CLI now lets you connect your own model provider or run fully local models instead of using GitHub-hosted model routing. This means you can use the models and providers you’re already paying for, operate in air-gapped environments, and maintain direct control over your LLM spend, all while keeping the same agentic terminal experie
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:
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
GitHub Copilot CLI: Enhanced model selection, image support, and streamlined UI - GitHub Changelog
GitHub Copilot CLI: Enhanced model selection, image support, and streamlined UI We’ve had an exciting week since our initial public preview release last week. We’ve shipped numerous improvements to GitHub Copilot CLI which wouldn’t have been possible without the great engagement and feedback from our preview users. Thank you, and keep it coming! Here’s what’s new this week. Anthropic Claude Sonnet
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
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
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
Release date: September 11, 2025 Update 1.104.1: The update addresses these issues. Update 1.104.2: The update addresses these issues. Update 1.104.3: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the August 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll li
GitHub - ComfyUI-Workflow/awesome-comfyui: A collection of awesome custom nodes for ComfyUI
ComfyUI-Gemini_Flash_2.0_Exp (⭐+172): A ComfyUI custom node that integrates Google's Gemini Flash 2.0 Experimental model, enabling multimodal analysis of text, images, video frames, and audio directly within ComfyUI workflows. ComfyUI-ACE_Plus (⭐+115): Custom nodes for various visual generation and editing tasks using ACE_Plus FFT Model. ComfyUI-Manager (⭐+113): ComfyUI-Manager itself is also a cu
Microsoft Graph API へのキーレス認証 (GitHub Actions編) #LayerXテックアドカレ - LayerX エンジニアブログ
7月ぐらいから CTO 室で働き始めている @yuya-takeyama です。 Corporate Engineering や Security に関わる仕事などをしています。 この記事はLayerXテックアドカレ2023の6日目の記事です。 昨日は機械学習を通じて誰かをラクにしたい yakipuさんが「〜OCR戦記〜適格事業者登録番号との戦い🔥🔥🔥」を書いてくれました。 次回は civitaspo さんが素敵な記事を書いてくれます。 Microsoft Graph APIについて Microsoft Graph APIというのは、Microsoft 365 を始めとする Microsoft 社の様々なクラウドサービスのデータにアクセスするための API 群です。 私たちの場合は Identity Provider として使っている Microsoft Entra ID (form
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ターミナル派待望の GitHub Copilot CLI 使い方まとめ
ぼくのMac環境 ver.のんピ | DevelopersIO
Announcing .NET 10 - .NET Blog
GitHub Copilot SDKを使えばユーザーのサブスクを使ってAIサービスが作れるのでは…？
April 2023 (version 1.78)
October 2025 (version 1.106)
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Visual Studio Code 1.118
November 2025 (version 1.107)
How to write a good spec for AI agents
August 2025 (version 1.104)