Claude Code v2.1.154 で Dynamic Workflow と呼ばれる機能が追加されました。Dynamic Workflow は数時間から数日かかるような大規模な作業を実行するために設計されています。最近では Bun を Zig から Rust に移植するプロジェクト が話題を呼びましたが、このプロジェクトにおいても Dynamic Workflow が利用されていたようです。 Dynamic Workflow は複数のサブエージェントをオーケストレーションするための JavaScript スクリプトのことです。ワークフローが開始されると計画をコードに変換します。Claude はタスクに応じてワークフローのスクリプトを生成し、実行時にはそのスクリプトとランタイムがサブエージェントの実行順序や中間結果を管理します。計画をコード化することにより、単にエージェントの数を増やす
Wasmはなぜセキュアなのか？
Wasmはなぜセキュアなのか？ 前回Wasmのバイナリを読んでみたが、実行時にどのようにセキュアに実行しているのか気になったので調べてみた。 とりあえず今回も公式ドキュメントを見ながら整理しつつ、実際のコードも無理なく辿れそうなところはwasmerの実装を参考に見ていきたいと思う。 Wasmの目指すセキュリティ とりあえず公式の記載を脳死で読解していく。 The security model of WebAssembly has two important goals: (1) protect users from buggy or malicious modules, and (2) provide developers with useful primitives and mitigations for developing safe applications, within the
技術部の笹田（ko1）と遠藤（mame）です。クックパッドで Ruby (MRI: Matz Ruby Implementation、いわゆる ruby コマンド) の開発をしています。お金をもらって Ruby を開発しているのでプロの Ruby コミッタです。 本日 12/25 に、ついに Ruby 3.1.0 がリリースされました（Ruby 3.1.0 リリース ）。今年も Ruby 3.1 の NEWS.md ファイルの解説をします。NEWS ファイルとは何か、は以前の記事を見てください。 プロと読み解く Ruby 2.6 NEWS ファイル - クックパッド開発者ブログ プロと読み解くRuby 2.7 NEWS - クックパッド開発者ブログ プロと読み解くRuby 3.0 NEWS - クックパッド開発者ブログ 本記事は新機能を解説することもさることながら、変更が入った背景や苦労な
WebAssemblyを用いてBERTモデルをフロントエンドで動かす - OPTiM TECH BLOG
はじめまして。R&Dチーム所属、20.5卒の伊藤です。 普段の業務では自然言語処理と格闘していることが多いです。 今回は自然言語処理モデルとして有名なBERTをWebAssemblyを使用してフロントエンドで動かしてみた話になります。 最近、自然言語処理ライブラリとして普段お世話になっているHugging Face社のTransformersのTokenizerがRustで実装されていることを知り、それならばWebAssemblyにコンパイルして動かせるのではないかと試したみたのがきっかけです。 Tokenizerのみ動かしても実用性に乏しいため、Tokenizerから得られた結果からBERTを用いた推論をブラウザで動作させるまでを行い、備忘録がでら手順をまとめました。 どなたかの参考になれば幸いです。 8/26追記 本記事内のコードを含むリポジトリを公開しました！Dockerを使用してブ
技術部の笹田（ko1）と遠藤（mame）です。クックパッドで Ruby (MRI: Matz Ruby Implementation、いわゆる ruby コマンド) の開発をしています。お金をもらって Ruby を開発しているのでプロの Ruby コミッタです。 昨日 12/25 に、恒例のクリスマスリリースとして、Ruby 3.2.0 がリリースされました（Ruby 3.2.0 リリース）。今年も Ruby 3.2 の NEWS.md ファイルの解説をします。NEWS ファイルとは何か、は以前の記事を見てください。 プロと読み解く Ruby 2.6 NEWS ファイル - クックパッド開発者ブログ プロと読み解くRuby 2.7 NEWS - クックパッド開発者ブログ プロと読み解くRuby 3.0 NEWS - クックパッド開発者ブログ プロと読み解く Ruby 3.1 NEWS -
Introducing Ezno
Ezno is an experimental compiler I have been working on and off for a while. In short, it is a JavaScript compiler featuring checking, correctness and performance for building full-stack (rendering on the client and server) websites. This post is just an overview of some of the features I have been working on which I think are quite cool as well an overview on the project philosophy ;) It is still
Pure Rustな近似最近傍探索ライブラリhoraを用いた画像検索を実装する - Stimulator
- はじめに - 本記事は、近似最近傍探索（ANN: Approximate Nearest Neighbor）による画像検索をRustを用いて実装した際のメモである。 画像からの特徴量抽出にTensorFlow Rust bindings、ANNのインデックス管理にRustライブラリであるhoraを利用した。 RustとANNの現状および、実装について触れる。 - はじめに - - RustとANN - - pretrainモデルによる特徴量化 - - 画像特徴のインデックスと検索 - - 検索結果 - - おわりに - - RustとANN - Rustの機械学習関連クレート、事例をまとめたリポジトリがある。 github.com この中でも、ANN関連のクレートは充実している。利用する場合は以下のようなクレートが候補になる。 * Enet4/faiss-rs * lerouxrgd/
With pen and paper, anyone can write a journal entry, draw a diagram, perform a calculation, or sketch a cartoon. Digital tablets like the iPad or reMarkable can adapt pen and paper into the world of digital media. In doing so, they trade away some of paper’s advantages like cheapness and tangibility. In exchange, we get new computational powers like nondestructive editing and ease of transmission
CVE-2024-4367 - Arbitrary JavaScript execution in PDF.js - Codean Labs
This post details CVE-2024-4367, a vulnerability in PDF.js found by Codean Labs. PDF.js is a JavaScript-based PDF viewer maintained by Mozilla. This bug allows an attacker to execute arbitrary JavaScript code as soon as a malicious PDF file is opened. This affects all Firefox users (<126) because PDF.js is used by Firefox to show PDF files, but also seriously impacts many web- and Electron-based a
Nic Jansma (@nicj) is a software developer at Akamai building high-performance websites, apps and open-source tools. Table of Contents The JS Self-Profiling API What is Sampled Profiling? Downsides to Sampled Profiling API Document Policy API Shape Sample Interval Buffer Who to Profile When to Profile Specific Operations User Interactions Page Load Overhead Anatomy of a Profile Beaconing Size Comp
Today we’re excited to announce the release of TypeScript 5.2! If you’re not familiar with TypeScript, it’s a language that builds on top of JavaScript by making it possible to declare and describe types. Writing types in our code allows us to explain intent and have other tools check our code to catch mistakes like typos, issues with null and undefined, and more. Types also power TypeScript’s edi
How MDN’s autocomplete search works – Mozilla Hacks - the Web developer blog
Last month, Gregor Weber and I added an autocomplete search to MDN Web Docs, that allows you to quickly jump straight to the document you’re looking for by typing parts of the document title. This is the story about how that’s implemented. If you stick around to the end, I’ll share an “easter egg” feature that, once you’ve learned it, will make you look really cool at dinner parties. Or, perhaps y
Toggle dark mode What follows is a brain dump of everything I know about compiling Rust to WebAssembly. Enjoy. Some time ago, I wrote a blog post on how to compile C to WebAssembly without Emscripten, i.e. without the default tool that makes that process easy. In Rust, the tool that makes WebAssembly easy is called wasm-bindgen, and we are going to ditch it! At the same time, Rust is a bit differe
Golang Mini Reference 2022: A Quick Guide to the Modern Go Programming Language (REVIEW COPY)
Golang Mini Reference 2022 A Quick Guide to the Modern Go Programming Language (REVIEW COPY) Harry Yoon Version 0.9.0, 2022-08-24 REVIEW COPY This is review copy, not to be shared or distributed to others. Please forward any feedback or comments to the author. • feedback@codingbookspress.com The book is tentatively scheduled to be published on September 14th, 2022. We hope that when the release da
Today we’re excited to announce the release of TypeScript 5.4! If you’re not familiar with TypeScript, it’s a language that builds on top of JavaScript by making it possible to declare and describe types. Writing types in our code allows us to explain intent and have other tools check our code to catch mistakes like typos, issues with null and undefined, and more. Types also power TypeScript’s edi
Whilst the trend is seemingly to rewrite every JavaScript build tool in other languages such as Rust or Go, the current JavaScript-based tools could be a lot faster. The build pipeline in a typical frontend project is usually composed of many different tools working together. But the diversification of tools makes it a little harder to spot performance problems for tooling maintainers as they need
Nx Console VS Code Extension Compromised - StepSecurity
Update: On May 19, 2026, GitHub publicly disclosed that approximately 3,800 of its internal source code repositories were exfiltrated after an employee's device was compromised by a poisoned VS Code extension. While GitHub did not officially name the extension, Nx CEO Jeff Cross confirmed that Nx is working with Microsoft and GitHub on the impact of the malicious Nx Console version 18.95.0, and no
GitHub - kurtextrem/awesome-performance-patches: 🚀⚡ Awesome list about performance related patches/PRs.
fabian-hiller/valibot - convert Set to Array pnpm - convert objects to Set and Map preact/signals - convert Set to Linked Lists, adds lazy value evaluation TanStack/table - replace immutable spread calls with mutable arrays | blog post rollup - replace Set with BigInt | Mastodon explainer parcel-bundler/parcel - convert graph to array of BitSets, avoid new calls, Uint32Array + Wasm instead of BigI
The year is 2023 and we’ve released Node.js v20. It’s a significant accomplishment, and this article aims to use scientific numbers to assess the state of Node.js’ performance. All the benchmark results contain a reproducible example and hardware details. To reduce the noise for regular readers, the reproducible steps will be collapsed at the beginning of all sections. This article aims to provide
Why People are Angry over Go 1.23 Iterators - gingerBill
NOTE: This is based on, but completely rewritten, from a Twitter post: https://x.com/TheGingerBill/status/1802645945642799423 TL;DR It makes Go feel too “functional” rather than being an unabashed imperative language. I recently saw a post on Twitter showing the upcoming Go iterator design for Go 1.23 (August 2024). From what I can gather, many people seem to dislike the design. I wanted to give m
WebKit Features in Safari 17.2
ContentsHTMLCSSImages and videoJavaScriptWeb APIWeb AppsWebGLPrivacyWeb InspectorFixes for Interop 2023 and moreUpdating to Safari 17.2Feedback Web technology is constantly moving forward, with both big new features and small subtle adjustments. Nowadays, web developers expect web browsers to update multiple times a year, instead of the once or twice a year typical of the late 2000s — or the once
Using Ultra, the new React web framework - LogRocket Blog
Table of Contents What is Ultra? Features of Ultra Ultra vs Aleph.js The drawbacks to using Ultra Getting started with Ultra Building components in Ultra Deploying an Ultra app In the world of frontend development, React is one of the most popular libraries for developing components for web applications. React v18 includes new features, such as concurrent rendering, and it supports SSR with React
I’ve been trying to write this post at least a dozen times. I don’t mean this figuratively; at one point, I literally had a desktop folder with a dozen abandoned drafts. They had wildly different styles—from rigoruous to chaotically cryptic and insufferably meta; they would start abruptly, chew on themselves, and eventually trail off to nowhere. One by one, I threw them all away because they all s
MAI-Thinking-1: Building a Hill-Climbing Machine The Microsoft AI Team 1 Abstract Progress in AI is driven not by a single model, but by the ability to continually improve upon the current state of models. Achieving this requires treating model development as a system-level optimization problem, for which the solution is building a hill-climbing machine for rapid improvement. Our process includes
Introduction to Go 1.19 The latest Go release, version 1.19, arrives five months after Go 1.18. Most of its changes are in the implementation of the toolchain, runtime, and libraries. As always, the release maintains the Go 1 promise of compatibility. We expect almost all Go programs to continue to compile and run as before. Changes to the language There is only one small change to the language, a
Shai Hulud Strikes Again (v2)Another wave of Shai-Hulud campaign has hit npm with more than 500 packages and 700+ versions affected. Update: November 26, 2025 PostHog has published a detailed post mortem describing how one of its GitHub Actions workflows was abused as an initial access vector for Shai Hulud v2. An attacker briefly opened a pull request that modified a script executed via pull_requ
Today we’re excited to announce our Release Candidate of TypeScript 5.4! Between now and the stable release of TypeScript 5.4, we expect no further changes apart from critical bug fixes. To get started using the RC, you can get it through NuGet, or through npm with the following command: npm install -D typescript@rc Here’s a quick list of what’s new in TypeScript 5.4! Preserved Narrowing in Closur
GitHub Pull Requests Version 0.100.0 of the GitHub Pull Requests extension adds Copilot integration: Use the @githubpr chat participant in the Chat view to search for issues, summarize issues/prs, and suggest fixes for issues. @githubpr uses a number of Language Model tools to accomplish this. There's also a new Notifications view that shows GitHub notifications, with an action to prioritize them
If you are a Rubyist, you’ve likely been writing # frozen_string_literal: true at the top of most of your Ruby source code files, or at the very least, that you’ve seen it in some other projects. Based on informal discussions at conferences and online, it seems that what this magic comment really is about is not always well understood, so I figured it would be worth talking about why it’s there, w
We've talked quite a bit about linting in the past two posts of this series, so I thought it's time to give eslint the proper limelight it deserves. Overall eslint is so flexible, that you can even swap out the parser for a completely different one. That's not a rare scenario either as with the rise of JSX and TypeScript that is frequently done. Enriched by a healthy ecosystem of plugins and prese
--- name: skill-creator description: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. license: Complete terms in LICENSE.txt --- # Skill Creator This skill provides guidance for creating effective skills. ## About Skills S
ROFL with a LOL: rewriting an NGINX module in Rust2023-02-24 At Cloudflare, engineers spend a great deal of time refactoring or rewriting existing functionality. When your company doubles the amount of traffic it handles every year, what was once an elegant solution to a problem can quickly become outdated as the engineering constraints change. Not only that, but when you're averaging 40 million r
V8 Torque is a language that allows developers contributing to the V8 project to express changes in the VM by focusing on the intent of their changes to the VM, rather than preoccupying themselves with unrelated implementation details. The language was designed to be simple enough to make it easy to directly translate the ECMAScript specification into an implementation in V8, but powerful enough t
Reading the excellent article by JeanHeyd Meneide on how broken string encoding in C/C++ is made me realise that Unicode is a topic that is often overlooked by a large number of developers. In my experience, there’s a lot of confusion and wrong expectations on what Unicode is, and what best practices to follow when dealing with strings that may contain characters outside of the ASCII range. This a
typescript-eslint is the tooling that enables standard JavaScript tools such as ESLint and Prettier to support TypeScript code. We've been working on a set of breaking changes and general features that we're excited to get released! 🎉 We'd previously blogged about v6 in Announcing typescript-eslint v6 Beta. This blog post contains much of the same information as that one, but updated for changes
As they’re wont to do, a certain tweet was floating around the interwebs for a while the other week. Recruiters be like: We’re looking for someone who can connect to the database using CSS. It’s been a hell of a long time since I last embarked on a quality shitpost project1, in fact it’s been so long that back then I probably didn’t even have the word shitpost in my vocabulary. To that end, I was
Introduction to Go 1.19 The latest Go release, version 1.19, arrives five months after Go 1.18. Most of its changes are in the implementation of the toolchain, runtime, and libraries. As always, the release maintains the Go 1 promise of compatibility. We expect almost all Go programs to continue to compile and run as before. Changes to the language There is only one small change to the language, a
An overview of Node.js: architecture, APIs, event loop, concurrency
Warning: This blog post is outdated. Instead, read chapter “An overview of Node.js: architecture, APIs, event loop, concurrency” in “Shell scripting with Node.js”. This blog post gives an overview of how Node.js works: What its architecture looks like. How its APIs are structured. A few highlights of its global variables and built-in modules. How it runs JavaScript in a single thread via an event
Cloudflare Workers(Rust)からKVを使うチュートリアルをやってみた #Cloudflare | DevelopersIO
どうも！オペ部西村祐二です。 この記事は「Cloudflare のアドベントカレンダー」の4日目の記事です。 以前、下記のようなブログを書きました。そこからCloudflareのサービスに興味がでてきましたので今回、Cloudflare Workers(Rust)からCloudflare Workers KVを使うチュートリアルをやってみました。 今回、やってみたチュートリアルは下記になります。 Use Workers KV directly from Rust · Cloudflare Workers docs Cloudflare Workers KVとは Cloudflareのアプリケーション向けサーバーレス Key-Value ストレージです。 Cloudflare Workers KVは、Cloudflareのグローバルネットワーク内にあるすべてのデータセンターで、セキュアな低レ
{ "name": "sample-4.0.3", "version": "0.1.0", "private": true, "dependencies": { "@testing-library/jest-dom": "^5.11.4", "@testing-library/react": "^11.1.0", "@testing-library/user-event": "^12.1.10", "@types/jest": "^26.0.15", "@types/node": "^12.0.0", "@types/react": "^17.0.0", "@types/react-dom": "^17.0.0", "react": "^17.0.2", "react-dom": "^17.0.2", "react-scripts": "4.0.3", "typescript": "^4.
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Claude Code の Dynamic Workflow を試してみた
プロと読み解く Ruby 3.1 NEWS - クックパッド開発者ブログ
プロと読み解く Ruby 3.2 NEWS - クックパッド開発者ブログ
Inkbase: Programmable Ink
JS Self-Profiling API In Practice
Announcing TypeScript 5.2 - TypeScript
Rust to WebAssembly the hard way — surma.dev
Announcing TypeScript 5.4 - TypeScript
Speeding up the JavaScript ecosystem - one library at a time
State of Node.js Performance 2023
React for Two Computers — overreacted
MAI-Thinking-1: Building a Hill-Climbing Machine
Go 1.19 Release Notes - The Go Programming Language
Shai Hulud Strikes Again (v2) - Socket
Announcing TypeScript 5.4 RC - TypeScript
October 2024 (version 1.95)
Frozen String Literals: Past, Present, Future?
Speeding up the JavaScript ecosystem - eslint
prompts.chat - AI Prompts Community
ROFL with a LOL: rewriting an NGINX module in Rust
V8 Torque user manual · V8
Unicode is harder than you think · mcilloni's blog
Announcing typescript-eslint v6 | typescript-eslint
Yes, I can connect to a DB in CSS
Go 1.19 Release Notes - The Go Programming Language
バージョン指定してcreate-react-appを実行 - Qiita