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  • OpenInterpreter / ついにAIがガチのアシスタントに!これは凄い、というか凄すぎる|shi3z

    凄いものが出てきてしまった。 ChatGPTの「Code Interpreter」が話題になったが、あれはあくまでクラウド上で動いているだけ。それを模してローカルで動作するようになった「Open Interpreter」は、衝撃的な成果である。 Open Interpreterのインストールは簡単。コマンド一発だ $ pip install open-interpreter起動も簡単 $ interpreter -yこれだけでOK。 あとはなんでもやってくれる。 たとえばどんなことができるのかというと、「AppleとMetaの株価の推移をグラフ化してくれ」と言うとネットから自動的に情報をとってきてPythonコード書いてグラフをプロットしてくれる。 凄いのは、ローカルで動くのでたとえばApplescriptを使ってmacOSで動いているアプリを直接起動したり操作したりできる。「Keynot

      OpenInterpreter / ついにAIがガチのアシスタントに!これは凄い、というか凄すぎる|shi3z
    • Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices | Amazon Web Services

      AWS News Blog Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices Organizations are adopting microservices architectures to build resilient and scalable applications using AWS Lambda. These applications are composed of multiple serverless functions that implement the business logic. Each function is mapped to API endpoints, methods, and resources using s

        Announcing AWS Lambda Function URLs: Built-in HTTPS Endpoints for Single-Function Microservices | Amazon Web Services
      • Pythonがグローバルインタプリタロックの解消へ、マルチスレッド処理の高速化実現

        Python Software Foundationのステアリングカウンシル(Steering Council)は、Pythonのグローバルインタプリタロック(Global Interpreter Lock)を解消する方向で開発を進めていくことを明らかにしました。 グローバルインタプリタロックとは? グローバルインタプリタロックとは、その名前が示すとおりインタープリタ全体で1つのロックを持つことです。 これによりシングルスレッドのプログラムにおいては細かなロック制御が不要となって速度の向上がはかれる一方、マルチスレッドの平行性は制限されるという欠点があります。 また、スレッドセーフではないC言語などによるライブラリとの結合が容易となっています。 Pythonの標準実装であるCPythonでは、以前からグローバルインタプリタロックが採用されていました。 グローバルインタプリタロックを解消する

          Pythonがグローバルインタプリタロックの解消へ、マルチスレッド処理の高速化実現
        • OpenAI API ドキュメント 日本語訳|#2 GET STARTED 後編|Nobue Otsu|地方で老舗パン屋を第三者承継

          OpenAI API ドキュメントの日本語訳をこちらでまとめます。文字量の多いドキュメントなので、セクションごとに記事を分割しています。 今回は「GET STARTED 」のセクションからLibraries 、Models、TutorialsそしてUsage policiesを抜粋した後編です。 基本 DeepLで翻訳して、気になるところだけ書き換えています(ほぼ気になるところがないのが、DeepLのすごいところ)。原文との突き合わせができるようにはじめに原文を入れてますので、間違いなど見つけられましたら、ぜひご指摘ください。ご指摘箇所は随時反映させていただきます。 原文のリンクが有効になってますので、それぞれ必要な場合は原文リンクの方を参照ください。 前回のおさらいはこちら Python library|Python ライブラリWe provide a Python library, w

            OpenAI API ドキュメント 日本語訳|#2 GET STARTED 後編|Nobue Otsu|地方で老舗パン屋を第三者承継
          • Why UUIDs won't protect your secrets

            This post is part of a collection on UUIDs. What is IDOR? Indirect Object Reference (IDOR) occurs when a resource can be accessed directly by its ID even when the user does not have proper authorization to access it. IDOR is a common mistake when using a separate service for storing files, such as a publicly readable Amazon S3 bucket. The web application may perform access control checks correctly

            • REST API Design Best Practices Handbook – How to Build a REST API with JavaScript, Node.js, and Express.js

              By Jean-Marc Möckel I've created and consumed many API's over the past few years. During that time, I've come across good and bad practices and have experienced nasty situations when consuming and building API's. But there also have been great moments. There are helpful articles online which present many best practices, but many of them lack some practicality in my opinion. Knowing the theory with

                REST API Design Best Practices Handbook – How to Build a REST API with JavaScript, Node.js, and Express.js
              • AWS STS でリージョナルエンドポイントの利用が推奨されるとはどういうことか | DevelopersIO

                AWS STS のサービスエンドポイントとしてグローバルエンドポイントとリージョナルエンドポイントがあります。デフォルトではグローバルエンドポイントが使用されますが、リージョナルエンドポイントの使用が推奨されています。一体それはどういうことなのか、整理してみます。 コンバンハ、千葉(幸)です。 AWS Security Token Service (STS) は、一時的な認証情報を提供するサービスです。 AWS STS に対して一時的な認証情報払い出しのリクエストを行う際、リクエスト先となる AWS サービスエンドポイントには以下の2種類があります。 グローバルエンドポイント リージョナルエンドポイント デフォルトでは前者のグローバルエンドポイントが使用されるものの、後者のリージョナルエンドポイントの利用を推奨する、という記述が各種ドキュメントにあります。 👇 デフォルトでは、AWS S

                  AWS STS でリージョナルエンドポイントの利用が推奨されるとはどういうことか | DevelopersIO
                • Building LLM applications for production

                  [Hacker News discussion, LinkedIn discussion, Twitter thread] Update: My upcoming book, AI Engineering (late 2024/early 2025) will cover building aplications with foundation models in depth. A question that I’ve been asked a lot recently is how large language models (LLMs) will change machine learning workflows. After working with several companies who are working with LLM applications and persona

                    Building LLM applications for production
                  • Fish 4.0: The Fish Of Theseus

                    About two years ago, our head maintainer @ridiculousfish opened what quickly became our most-read pull request: #9512 - Rewrite it in Rust Truth be told, we did not quite expect that to be as popular as it was. It was written as a bit of an in-joke for the fish developers first, and not really as a press release to be shared far and wide. We didn’t post it anywhere, but other people did, and we go

                    • 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
                      • Omakub

                        Turn a fresh Ubuntu installation into a fully-configured, beautiful, and modern web development system by running a single command. That’s the one-line pitch for Omakub. No need to write bespoke configs for every essential tool just to get started or to be up on all the latest command-line tools. Omakub is an opinionated take on what Linux can be at its best. Omakub includes a curated set of appli

                          Omakub
                        • Choose the Right Python Concurrency API - Super Fast Python

                          How to Choose the Right Python Concurrency API Python standard library offers 3 concurrency APIs. How do you know which API to use in your project? In this tutorial, you will discover a helpful step-by-step procedure and helpful questions to guide you to the most appropriate concurrency API. After reading this guide, you will also know how to choose the right Python concurrency API for current and

                            Choose the Right Python Concurrency API - Super Fast Python
                          • How I Hacked my Car

                            Note: As of 2022/10/25 the information in this series is slightly outdated. See Part 5 for more up to date information. The Car⌗ Last summer I bought a 2021 Hyundai Ioniq SEL. It is a nice fuel-efficient hybrid with a decent amount of features like wireless Android Auto/Apple CarPlay, wireless phone charging, heated seats, & a sunroof. One thing I particularly liked about this vehicle was the In-V

                            • Your URL Is Your State

                              Couple of weeks ago when I was publishing The Hidden Cost of URL Design I needed to add SQL syntax highlighting. I headed to PrismJS website trying to remember if it should be added as a plugin or what. I was overwhelmed with the amount of options in the download page so I headed back to my code. I checked the file for PrismJS and at the top of the file, I found a comment containing a URL: /* http

                              • How uv got so fast

                                uv installs packages faster than pip by an order of magnitude. The usual explanation is “it’s written in Rust.” That’s true, but it doesn’t explain much. Plenty of tools are written in Rust without being notably fast. The interesting question is what design decisions made the difference. Charlie Marsh’s Jane Street talk and a Xebia engineering deep-dive cover the technical details well. The intere

                                  How uv got so fast
                                • 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
                                  • PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 | BLOG - DeNA Engineering

                                    2025.07.18 技術記事 PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 by akira.kuroiwa #gemini-cli #ai #security #ai-agent #context-engineering #packetproxy 「なんかよく分からないけど、すごい」で終わらせないために こんにちは、DeNA セキュリティ技術グループの 黒岩 亮 ( @kakira9618 ) です。 AIエージェント、とくに Gemini CLI のようなコーディングを支援してくれるツールは非常に強力で、私たちの開発体験を大きく変えようとしています。しかし、その一方で、こんな風に感じたことはありませんか? 「このファイルの情報、勝手にAIに送られたりしない? 大丈夫かな?」 と、情報管理・セキュリティ面で漠然と

                                      PacketProxyで探るGemini CLIのコンテキストエンジニアリング 〜AIエージェントを信頼できる相棒に〜 | BLOG - DeNA Engineering
                                    • 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
                                      • 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

                                        • Introducing Amazon MemoryDB for Redis – A Redis-Compatible, Durable, In-Memory Database Service | Amazon Web Services

                                          AWS News Blog Introducing Amazon MemoryDB for Redis – A Redis-Compatible, Durable, In-Memory Database Service Interactive applications need to process requests and respond very quickly, and this requirement extends to all the components of their architecture. That is even more important when you adopt microservices and your architecture is composed of many small independent services that communica

                                            Introducing Amazon MemoryDB for Redis – A Redis-Compatible, Durable, In-Memory Database Service | Amazon Web Services
                                          • LogLog Games

                                            The article is also available in Chinese. Disclaimer: This post is a very long collection of thoughts and problems I've had over the years, and also addresses some of the arguments I've been repeatedly told. This post expresses my opinion the has been formed over using Rust for gamedev for many thousands of hours over many years, and multiple finished games. This isn't meant to brag or indicate su

                                            • MCP Security Notification: Tool Poisoning Attacks

                                              We have discovered a critical vulnerability in the Model Context Protocol (MCP) that allows for "Tool Poisoning Attacks." Many major providers such as Anthropic and OpenAI, workflow automation systems like Zapier and MCP clients like Cursor are susceptible to this attack. Update Apr 7: We have released a follow-up blog post about a practical MCP attack, exfiltrating sensitive WhatsApp chat histori

                                                MCP Security Notification: Tool Poisoning Attacks
                                              • Tales of the M1 GPU - Asahi Linux

                                                Hello everyone, Asahi Lina here!✨ marcan asked me to write an article about the M1 GPU, so here we are~! It’s been a long road over the past few months and there’s a lot to cover, so I hope you enjoy it! What’s a GPU?You probably know what a GPU is, but do you know how they work under the hood? Let’s take a look! Almost all modern GPUs have the same main components: A bunch of shader cores, which

                                                  Tales of the M1 GPU - Asahi Linux
                                                • Using WebAssembly for Extension Development

                                                  May 8, 2024 by Dirk Bäumer Visual Studio Code supports the execution of WASM binaries through the WebAssembly Execution Engine extension. The primary use case is to compile programs written in C/C++ or Rust into WebAssembly, and then run these programs directly in VS Code. A notable example is Visual Studio Code for Education, which utilizes this support to run the Python interpreter in VS Code fo

                                                    Using WebAssembly for Extension Development
                                                  • メルカリでのDetection EngineeringとSOAR | メルカリエンジニアリング

                                                    ※本記事は2022年5月13日に公開された記事の翻訳版です。 ※この記事はSecurity Tech Blogシリーズ: Spring Cleaning for Securityの一環で書かれています。 こんにちは。Security EngineeringチームのDavidです。 この記事では、メルカリが独自に実施しているSOC(セキュリティオペレーションセンター)の取り組みを紹介します。少しでも読者の脅威検出の取り組みをスタートするきっかけになれたらと思っています。 はじめに 一般的に、サイバーセキュリティは、防止(Prevention)、検出(Detection)、対応(Response)の3つの主要原則に分類されます。最近のブログ投稿やオンライン登壇では、SecurityチームとMicroservice Platformチームが主にセキュリティの防止の側面 [1] について触れてきま

                                                      メルカリでのDetection EngineeringとSOAR | メルカリエンジニアリング
                                                    • Writing Toy Software Is A Joy

                                                      I am a huge fan of Richard Feyman’s famous quote: “What I cannot create, I do not understand” I think it’s brilliant, and it remains true across many fields (if you’re willing to be a little creative with the definition of ‘create’). It is to this principle that I believe I owe everything I’m truly good at. Some will tell you to avoid reinventing the wheel, but they’re wrong: you should build your

                                                      • Rewriting the Ruby parser

                                                        At Shopify, we have spent the last year writing a new Ruby parser, which we’ve called YARP (Yet Another Ruby Parser). As of the date of this post, YARP can parse a semantically equivalent syntax tree to Ruby 3.3 on every Ruby file in Shopify’s main codebase, GitHub’s main codebase, CRuby, and the 100 most popular gems downloaded from rubygems.org. We recently got approval to merge this work into C

                                                          Rewriting the Ruby parser
                                                        • Wvlet: Redesigning 50-Year-Old SQL for Modern Data Analytics | Wvlet

                                                          We are excited to announce the release of Wvlet version 2024.9, an open-source flow-style query language designed to help users to write efficient queries for SQL engines. You can try Wvlet, pronounced as weave-let, directly in your web browser at Wvlet Playground. The source code of Wvlet compiler is available at GitHub wvlet/wvlet. Why Wvlet?​ At Treasure Data, we process over 3 million SQL quer

                                                            Wvlet: Redesigning 50-Year-Old SQL for Modern Data Analytics | Wvlet
                                                          • How Kubernetes Reinvented Virtual Machines (in a good sense)

                                                            There are lots of posts trying to show how simple it is to get started with Kubernetes. But many of these posts use complicated Kubernetes jargon for that, so even those with some prior server-side knowledge might be bewildered. Let me try something different here. Instead of explaining one unfamiliar matter (how to run a web service in Kubernetes?) with another (you just need a manifest, with thr

                                                              How Kubernetes Reinvented Virtual Machines (in a good sense)
                                                            • Introducing AWS Lambda Managed Instances: Serverless simplicity with EC2 flexibility | Amazon Web Services

                                                              AWS News Blog Introducing AWS Lambda Managed Instances: Serverless simplicity with EC2 flexibility Today, we’re announcing AWS Lambda Managed Instances, a new capability you can use to run AWS Lambda functions on your Amazon Elastic Compute Cloud (Amazon EC2) compute while maintaining serverless operational simplicity. This enhancement addresses a key customer need: accessing specialized compute o

                                                                Introducing AWS Lambda Managed Instances: Serverless simplicity with EC2 flexibility | Amazon Web Services
                                                              • API Tokens: A Tedious Survey

                                                                API Tokens: A Tedious Survey Author Name Thomas Ptacek @tqbf @tqbf Image by Annie Ruygt We’re Fly.io. This post isn’t about Fly.io, but you have to hear about us anyways, because my blog, my rules. Our users ship us Docker containers and we transmute them into Firecracker microvms, which we host on our own hardware around the world. With a working Dockerfile, getting up and running will take you l

                                                                  API Tokens: A Tedious Survey
                                                                • 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
                                                                  • Announcing TypeScript 5.2 - TypeScript

                                                                    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

                                                                      Announcing TypeScript 5.2 - TypeScript
                                                                    • 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

                                                                      • A Brief History of Ruby

                                                                        Ruby is an interpreted, open-source programming language with a focus on simplicity and productivity. Ruby is already 30 years old, and it has become one of the most used programming languages. Some claim Ruby is dead; others use it widely in their companies. Join me in this blog post as we learn about Ruby's history and where it stands today. How It StartedRuby was born on Feb. 24th, 1993. This w

                                                                          A Brief History of Ruby
                                                                        • The yaml document from hell

                                                                          written by Ruud van Asseldonk published 11 January 2023 For a data format, yaml is extremely complicated. It aims to be a human-friendly format, but in striving for that it introduces so much complexity, that I would argue it achieves the opposite result. Yaml is full of footguns and its friendliness is deceptive. In this post I want to demonstrate this through an example. This post is a rant, and

                                                                          • 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
                                                                            • Notes by djb on using Fil-C (2025)

                                                                              Notes by djb on using Fil-C (2025) I'm impressed with the level of compatibility of the new memory-safe C/C++ compiler Fil-C (filcc, fil++). Many libraries and applications that I've tried work under Fil-C without changes, and the exceptions haven't been hard to get working. I've accumulated miscellaneous notes on this page regarding usage of Fil-C. My selfish objective here is to protect various

                                                                              • Wasm-agents: AI agents running in your browser

                                                                                One of the main barriers to a wider adoption and experimentation with open-source agents is the dependency on extra tools and frameworks that need to be installed before the agents can be run. In this post, we introduce the Wasm agents blueprint, aimed at showing how to write agents as HTML files, which can just be opened and run in a browser, without the need for any extra dependencies. This is s

                                                                                  Wasm-agents: AI agents running in your browser
                                                                                • The 2022 Python Language Summit: Python without the GIL

                                                                                  If you peruse the archives of language-summit blogs, you’ll find that one theme comes up again and again: the dream of Python without the GIL. Continuing this venerable tradition, Sam Gross kicked off the 2022 Language Summit by giving the attendees an update on nogil, a project that took the Python community by storm when it was first announced in October 2021. The GIL, or “Global Interpreter Loc

                                                                                    The 2022 Python Language Summit: Python without the GIL