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  • 令和にふりかえる C10K 問題

    C10K 問題 (the C10K problem) は1999年に Dan Kegel が発表した文章、ならびにそこで提示された「問題」です。文章はその後も2000年代前半に何度か更新されているのですが、さすがに令和に読み返すと、当初の問題意識がわかりにくいところがあります。 2000年からの10年は、 ソフトウェア面では、select(2), poll(2) にかわる新しいシステムコールの実装と、それを使ったアプリケーションの普及 ハードウェア面では、x86 アーキテクチャの64ビット移行、仮想化命令の追加と、マルチコア化 さらにそこにクラウドも登場する、面白い時代でした。ここでは、それらの出来事を中心に、さらに、当時の雰囲気をつたえるような日本国内のブログやインタビュー記事をまとめることで、C10K 問題が、さまざまな側面から解決されていく流れを説明したいと思います。 書き足したいと

    • ローカル環境を汚さない構築ツール「Devbox」をクラウドですぐ使える「Devbox Cloud」β公開。ローカルでのファイル編集がクラウドに自動同期

      ローカル環境を汚さない構築ツール「Devbox」をクラウドですぐ使える「Devbox Cloud」β公開。ローカルでのファイル編集がクラウドに自動同期 Linux環境上に独立した開発環境を簡単に構築できるオープンソースのツール「Devbox」の開発元であるJetpack.io社は、Devboxをクラウド上ですぐ利用できるクラウドサービス「Devbox Cloud」を2月1日に発表しています。 If you’ve been looking for a fresh take on Cloud Development environments; check out Devbox Cloud which we’re announcing today (https://t.co/eh2Laas2bu) Easily spin up low latency virtual machines on th

        ローカル環境を汚さない構築ツール「Devbox」をクラウドですぐ使える「Devbox Cloud」β公開。ローカルでのファイル編集がクラウドに自動同期
      • 職場のプロジェクトに必ず配置しちゃうMakefileの話

        この記事は毎週必ず記事がでるテックブログ Loglass Tech Blog Sprint の99週目の記事です! 2年間連続達成まで残り7週となりました! 始めに ログラスに入社してから時間が経つのも早く、もう3ヵ月経ちました。 そんな私ですが、入社して最初に作成したPRの話をしていきます。 普段からVimやLinuxを使うのが好きではありますが、それと同時に 環境構築オタク を自称している側面もあります。 オタクを自称する分、環境構築には多少のこだわりがあり、プロジェクトディレクトリに入ったら開発のための便利ツールがすぐ手元にある状態であってほしいのです。 プロジェクトに触って最初にやることというと環境構築ですが、必ずしも運用しやすい状態になっている訳ではありません。 その中でもログラスのプロダクトは環境構築がしやすい方ですが、より効率的にするためMakefileのブラッシュアップをし

          職場のプロジェクトに必ず配置しちゃうMakefileの話
        • Dev Containerを使ってステップバイステップで作るPythonアプリケーション開発環境 - 電通総研 テックブログ

          みなさんこんにちは、電通総研コーポーレート本部システム推進部の佐藤太一です。 この記事では、VS CodeのDev Containerを使ってOSに依存しないPythonの開発環境を構築する方法をステップバイステップで丁寧に説明します。 VS Codeの利用経験があり、またPythonによるアプリケーション開発に興味のある方を想定読者として記述しています。Pythonの初心者から中級者向けを意識して書いていますので、意図して冗長な説明をしています。 すでにPythonによるアプリケーション開発に十分に詳しい方は、まずはまとめだけ読んでみてください。私自身それほどPythonのエコシステムに詳しいわけではありませんので、知識の抜け漏れは恐らくあるでしょう。そういった事に気が付いたら、XなどのSNSでこの記事のURLを付けてコメントをしていただけると幸いです。 はじめに 事前の準備 最小限のD

            Dev Containerを使ってステップバイステップで作るPythonアプリケーション開発環境 - 電通総研 テックブログ
          • Email for agents - Cloudflare Email Service now in public beta

            Cloudflare Email Service: now in public beta. Ready for your agents2026-04-16 Email is the most accessible interface in the world. It is ubiquitous. There’s no need for a custom chat application, no custom SDK for each channel. Everyone already has an email address, which means everyone can already interact with your application or agent. And your agent can interact with anyone. If you are buildin

              Email for agents - Cloudflare Email Service now in public beta
            • 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

                GitHub - modelcontextprotocol/servers: Model Context Protocol Servers
              • OOP: the worst thing that happened to programming

                > BTC: bc1qs0sq7agz5j30qnqz9m60xj4tt8th6aazgw7kxr ETH: 0x1D834755b5e889703930AC9b784CB625B3cd833E USDT(Tron): TPrCq8LxGykQ4as3o1oB8V7x1w2YPU2o5n Ton: UQAtBuFWI3H_LpHfEToil4iYemtfmyzlaJpahM3tFSoxomYQ Doge: D7GMQdKhKC9ymbT9PtcetSFTQjyPRRfkwTdismiss OOP: the worst thing that happened to programming [2/24/2025] In this article, we will try to understand why OOP is the worst thing that happened to prog

                  OOP: the worst thing that happened to programming
                • Artifacts: versioned storage that speaks Git

                  Agents have changed how we think about source control, file systems, and persisting state. Developers and agents are generating more code than ever — more code will be written over the next 5 years than in all of programming history — and it’s driven an order-of-magnitude change in the scale of the systems needed to meet this demand. Source control platforms are especially struggling here: they we

                    Artifacts: versioned storage that speaks Git
                  • Mojo may be the biggest programming language advance in decades – fast.ai

                    I remember the first time I used the v1.0 of Visual Basic. Back then, it was a program for DOS. Before it, writing programs was extremely complex and I’d never managed to make much progress beyond the most basic toy applications. But with VB, I drew a button on the screen, typed in a single line of code that I wanted to run when that button was clicked, and I had a complete application I could now

                      Mojo may be the biggest programming language advance in decades – fast.ai
                    • The dev container CLI

                      Join a VS Code Dev Days event near you to learn about AI-assisted development in VS Code. May 18, 2022 by Brigit Murtaugh, @BrigitMurtaugh TL;DR A consistent environment anywhere with the dev container CLI The development container teams at Microsoft and GitHub are excited to release an open source command-line interface (CLI) as part of the new Development Containers Specification. We'd love your

                        The dev container CLI
                      • New – AWS App Runner: From Code to a Scalable, Secure Web Application in Minutes | Amazon Web Services

                        AWS News Blog New – AWS App Runner: From Code to a Scalable, Secure Web Application in Minutes Containers have become the default way that I package my web applications. Although I love the speed, productivity, and consistency that containers provide, there is one aspect of the container development workflow that I do not like: the lengthy routine I go through when I deploy a container image for t

                          New – AWS App Runner: From Code to a Scalable, Secure Web Application in Minutes | Amazon Web Services
                        • Scaling containers on AWS in 2022

                          This all started with a blog post back in 2020, from a tech curiosity: what's the fastest way to scale containers on AWS? Is ECS faster than EKS? What about Fargate? Is there a difference between ECS on Fargate and EKS on Fargate? I had to know this to build better architectures for my clients. In 2021, containers got even better, and I was lucky enough to get a preview and present just how fast t

                            Scaling containers on AWS in 2022
                          • GitHub Actionsの歴史(2021/12/1 更新) - cangoxina

                            # はじめに GitHub Changelog を元に、GitHub Actions がどのように更新されていったかを簡単にまとめました。 あまり深いところまでは書いてないので、気になった変更があったら各自調べてください(もっと色々書きたかったけど時間なかった)。 わりと雑に作ったので漏れや間違いがあったらコメントとか下さい。 2021/12/01 までの情報をもとにこの記事は書かれています。 この記事は GitHub Actions Advent Calendar 2021 の 1 日目の記事です 🎅🎂 目次 # はじめに # 歴史 ## 発表 〜 正式リリース(2018/10 〜 2019/11) ## 2020 ### 1Q + α ### 2Q ### 3Q ### 4Q ## 2021 ### 1Q ### 2Q ### 3Q ### 4Q ## 2022 ### 1Q #

                              GitHub Actionsの歴史(2021/12/1 更新) - cangoxina
                            • Modern Emacs Typescript Web (React) Config with lsp-mode, treesitter, tailwind, TSX & more - Ovi Stoica

                              Table of Contents Introduction Part 1: Treesitter for Typescript & TSX LSP Support Completion setup Linter setup LSP Setup Eslint (Optional) Tailwind LSP Server LSP Performance Emacs LSP Booster Structural editing Formatting buffers with Prettier Other resources Conclusion Introduction I've worked within the JS ecosystem for the past 8 years using editors like Webstorm and VSCode, I started using

                              • How AI assistance impacts the formation of coding skills

                                Research shows AI helps people do parts of their job faster. In an observational study of Claude.ai data, we found AI can speed up some tasks by 80%. But does this increased productivity come with trade-offs? Other research shows that when people use AI assistance, they become less engaged with their work and reduce the effort they put into doing it—in other words, they offload their thinking to A

                                  How AI assistance impacts the formation of coding skills
                                • Lessons from Writing a Compiler

                                  The prototypical compilers textbook is: 600 pages on parsing theory. Three pages of type-checking a first-order type system like C. Zero pages on storing and checking the correctness of declarations (the “symbol table”). Zero pages on the compilation model, and efficiently implementing separate compilation. 450 pages on optimization and code generation. The standard academic literature is most use

                                  • 大規模にエージェントを構築する Claude Managed Agents を試してみた

                                    Claude Managed Agents は Claude を自律的なエージェントとして動作させるためのハーネスとインフラストラクチャーを提供します。長時間かかるタスクや非同期のタスクを実行するために使用するのが想定されています。この記事では実際に Claude Managed Agents を試してみた内容を紹介します。 クラウドホスト型エージェントを大規模に構築・展開するためのサービスである Claude Managed Agents がパブリックベータとしてリリースされました。Claude Managed Agents は Claude を自律的なエージェントとして動作させるためのハーネスとインフラストラクチャーを提供します。長時間かかるタスクや非同期のタスクを実行するために使用するのが想定されています。 自律的に動作するエージェントを動かす環境を作ろうとすると、安全なサンドボック

                                      大規模にエージェントを構築する Claude Managed Agents を試してみた
                                    • Claude Skills are awesome, maybe a bigger deal than MCP

                                      Claude Skills are awesome, maybe a bigger deal than MCP 16th October 2025 Anthropic this morning introduced Claude Skills, a new pattern for making new abilities available to their models: Claude can now use Skills to improve how it performs specific tasks. Skills are folders that include instructions, scripts, and resources that Claude can load when needed. Claude will only access a skill when it

                                        Claude Skills are awesome, maybe a bigger deal than MCP
                                      • Claude Mythos Preview \ red.anthropic.com

                                        Assessing Claude Mythos Preview’s cybersecurity capabilities April 7, 2026 Nicholas Carlini, Newton Cheng, Keane Lucas, Michael Moore, Milad Nasr, Vinay Prabhushankar, Winnie Xiao Hakeem Angulu, Evyatar Ben Asher, Jackie Bow, Keir Bradwell, Ben Buchanan, David Forsythe, Daniel Freeman, Alex Gaynor, Xinyang Ge, Logan Graham, Kyla Guru, Hasnain Lakhani, Matt McNiece, Mojtaba Mehrara, Renee Nichol, A

                                        • Software engineering practices

                                          Sponsored by: Teleport — Connect agents to your infra in seconds with Teleport Beams. Built-in identity. Zero secrets. Get early access 1st October 2022 Gergely Orosz started a Twitter conversation asking about recommended “software engineering practices” for development teams. (I really like his rejection of the term “best practices” here: I always feel it’s prescriptive and misguiding to announc

                                            Software engineering practices
                                          • Cloud Composerにデータマート集計基盤を移行しました - ZOZO TECH BLOG

                                            こんにちは、MLデータ部データ基盤ブロックの奥山(@pokoyakazan)です。趣味の範疇ですが、「ぽこやかざん」という名前でラジオ投稿や大喜利の大会に出たり、「下町モルモット」というコンビで週末に漫才をしたりしています。私は普段、全社データ基盤の開発・運用を担当しており、このデータ基盤はGCPのBigQuery上に構築されています。そして、データ基盤内の各テーブルは、大きく分けて以下の2種類に分類されます。 システムDBのデータやログデータなどが、特に加工されることなく連携されている一次テーブル 一次テーブルから必要なデータを使いやすい形に集計したデータマート 本記事では、後者のデータマートを集計するジョブを制御するワークフローエンジンを、DigdagからCloud Composerに移行した事例について紹介します。Cloud Composerとは、GCPにてApache Airflo

                                              Cloud Composerにデータマート集計基盤を移行しました - ZOZO TECH BLOG
                                            • uv: Unified Python packaging

                                              TL;DR: uv is an extremely fast Python package manager, written in Rust. We first released uv in February as a drop-in replacement for common pip workflows. Today, we're announcing a series of features that extend uv beyond a pip alternative, and into an end-to-end solution for managing Python projects, command-line tools, single-file scripts, and even Python itself. It's Cargo, for Python: a unifi

                                                uv: Unified Python packaging
                                              • How to create a Python package in 2022

                                                Photo by Claudio Schwarz on Unsplash. How to create a Python package? In order to create a Python package, you need to write the code that implements the functionality you want to put in your package, and then you need to publish it to PyPI. That is the bare minimum. Nowadays, you can also set up a variety of other things to make your life easier down the road: continuous testing of your package;

                                                  How to create a Python package in 2022
                                                • Hardening GitHub Actions: Lessons from Recent Attacks | Wiz Blog

                                                  How to Harden GitHub Actions: The Unofficial GuideBuild resilient GitHub Actions workflows with lessons from recent attacks. Over the past three years, researchers have highlighted the risks associated with GitHub Actions. These threats became manifest with two recent incidents. First, last December brought a supply chain attack where attackers exploited a vulnerable GitHub Actions workflow to int

                                                  • The Legends Of Runeterra CI/CD Pipeline

                                                    The Legends Of Runeterra CI/CD PipelineMay 31, 2021Share this on RedditShare this on TwitterShare this on FacebookToggle additional sharing options Hi, I’m Guy Kisel, and I’m a software engineer on Legends of Runeterra’s Production Engineering: Shared Tools, Automation, and Build team (PE:STAB for short). My team is responsible for solving cross-team shared client technology issues and increasing

                                                      The Legends Of Runeterra CI/CD Pipeline
                                                    • RFC 9562: Universally Unique IDentifiers (UUIDs)

                                                       Internet Engineering Task Force (IETF) K. Davis Request for Comments: 9562 Cisco Systems Obsoletes: 4122 B. Peabody Category: Standards Track Uncloud ISSN: 2070-1721 P. Leach University of Washington May 2024 Universally Unique IDentifiers (UUIDs) Abstract This specification defines UUIDs (Universally Unique IDentifiers) -- also known as GUIDs (Globally Unique IDentifiers) -- and a Uniform Resou

                                                        RFC 9562: Universally Unique IDentifiers (UUIDs)
                                                      • June 2022 (version 1.69)

                                                        Update 1.69.1: The update addresses these issues. Update 1.69.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the June 2022 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: 3-way merge editor - Resolve merge conflicts wit

                                                          June 2022 (version 1.69)
                                                        • March 2025 (version 1.99)

                                                          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

                                                            March 2025 (version 1.99)
                                                          • Agents

                                                            Intelligent agents are considered by many to be the ultimate goal of AI. The classic book by Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (Prentice Hall, 1995), defines the field of AI research as “the study and design of rational agents.” The unprecedented capabilities of foundation models have opened the door to agentic applications that were previously unimaginabl

                                                              Agents
                                                            • Using Nix with Dockerfiles

                                                              Nix is a powerful cross-platform package management tool. The benefits of Nix are far reaching, but one big benefit is that once you adopt Nix, you can get a consistent environment across development (on both Linux and Mac), CI, and production. I've been using Nix for many years and recently started building Docker images using a Dockerfile paired with Nix. This post will explain the benefits of t

                                                              • Model Context Protocol (MCP): Integrating Azure OpenAI for Enhanced Tool Integration and Prompting | Microsoft Community Hub

                                                                Model Context Protocol (MCP): Integrating Azure OpenAI for Enhanced Tool Integration and Prompting Model Context Protocol serves as a critical communication bridge between AI models and external systems, enabling AI assistants to interact directly with various services through a standardized interface. This protocol was designed to address the inherent limitations of standalone AI models by provid

                                                                  Model Context Protocol (MCP): Integrating Azure OpenAI for Enhanced Tool Integration and Prompting | Microsoft Community Hub
                                                                • AST vs. Bytecode: Interpreters in the Age of Meta-Compilation

                                                                  233 AST vs. Bytecode: Interpreters in the Age of Meta-Compilation OCTAVE LAROSE, University of Kent, UK SOPHIE KALEBA, University of Kent, UK HUMPHREY BURCHELL, University of Kent, UK STEFAN MARR, University of Kent, UK Thanks to partial evaluation and meta-tracing, it became practical to build language implementations that reach state-of-the-art peak performance by implementing only an interprete

                                                                  • May 2025 (version 1.101)

                                                                    Version 1.108 is now available! Read about the new features and fixes from December. Release date: June 12, 2025 Security update: The following extension has security updates: ms-python.python. Update 1.101.1: The update addresses these issues. Update 1.101.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome t

                                                                      May 2025 (version 1.101)
                                                                    • GitHub - open-webui/open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

                                                                      🚀 Effortless Setup: Install seamlessly using Docker or Kubernetes (kubectl, kustomize or helm) for a hassle-free experience with support for both :ollama and :cuda tagged images. 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. Customize the OpenAI API URL to link with LMStudio, GroqCloud, Mistral, OpenRouter, and

                                                                        GitHub - open-webui/open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
                                                                      • Parsing SQL - Strumenta

                                                                        The code for this tutorial is on GitHub: parsing-sql SQL is a language to handle data in a relational database. If you worked with data you have probably worked with SQL. In this article we will talk about parsing SQL. It is in the same league of HTML: maybe you never learned it formally but you kind of know how to use it. That is great because if you know SQL, you know how to handle data. However

                                                                          Parsing SQL - Strumenta
                                                                        • Understanding AWS Lambda Proactive Initialization

                                                                          AWS Lambda warms up your functions, such that 50%-85% of Lambda Sandbox initializations don't increase latency for users. In this article we'll define Proactive Initialization, observe its frequency, and help you identify invocations where your cold starts weren't really that cold. July 13, 2023 This post is both longer and more popular than I anticipated, so I’ve decided to add a quick summary: T

                                                                            Understanding AWS Lambda Proactive Initialization
                                                                          • Building a Toy Programming Language in Python

                                                                            I thought it would be fun to go outside of my comfort zone of web development topics and write about something completely different and new, something I have never written about before. So today, I'm going to show you how to implement a programming language! The project will parse and execute programs written in a simple language I called my (I know it's a lame name, but hey, it is "my" language).

                                                                              Building a Toy Programming Language in Python
                                                                            • How to Bypass Cloudflare in 2023: The 8 Best Methods - ZenRows

                                                                              About 1/5 of websites you need to scrape use Cloudflare, a hardcore anti-bot protection system that gets you blocked easily. So what can you do? 😥 We spent a million dollars figuring out how to bypass Cloudflare in 2023 so that you don't have to and wrote the most complete guide (you're reading it!). These are some of the techniques you'll get home today: Method 1: Get around Cloudflare CDN. Meth

                                                                                How to Bypass Cloudflare in 2023: The 8 Best Methods - ZenRows
                                                                              • Creating a Development Environment Using VS Code's Dev Container

                                                                                Creating a Development Environment Using VS Code's Dev Container A sequel article has been posted 🥳🎉 (June 8, 2023): [Sequel! Dev Container] Creating a cloud development environment with GitHub Codespaces . Introduction Hello. Torii here, from the team[^1][^2] Common Services Development Group that develops payment platforms used by multiple services. Finding your IDE doesn't work even though yo

                                                                                  Creating a Development Environment Using VS Code's Dev Container
                                                                                • Faster bundler

                                                                                  At Shopify, we want our development environments to be fast. Installing dependencies is slow, especially in an application as large as Shopify. bun and uv have dramatically improved install times for TypeScript and Python dependencies. What if we could do the same for Bundler and the Ruby community? Our team at Shopify has been working on a series of improvements to Bundler and RubyGems. Bundler d

                                                                                    Faster bundler