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  • OpenAI API ドキュメント 日本語訳|#1 GET STARTED 前編|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Introduction と Quickstart を抜粋した前編です。 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。 Introduction|はじめに Overview|概要The OpenAI API can be applied to virtually any task that i

      OpenAI API ドキュメント 日本語訳|#1 GET STARTED 前編|Nobue Otsu|地方で老舗パン屋を第三者承継
    • The Prompt Engineering Playbook for Programmers

      Developers are increasingly relying on AI coding assistants to accelerate our daily workflows. These tools can autocomplete functions, suggest bug fixes, and even generate entire modules or MVPs. Yet, as many of us have learned, the quality of the AI’s output depends largely on the quality of the prompt you provide. In other words, prompt engineering has become an essential skill. A poorly phrased

        The Prompt Engineering Playbook for Programmers
      • neue cc - Claudia - Anthropic ClaudeのC# SDKと現代的なC#によるウェブAPIクライアントの作り方

        AI関連、競合は現れども、性能的にやはりOpenAI一強なのかなぁというところに現れたAnthropic Claude 3は、確かに明らかに性能がいい、GPT-4を凌駕している……!というわけで大いに気に入った(ついでに最近のOpenAIのムーブが気に入らない)ので、C#で使い倒していきたい!そこで、まずはSDKがないので非公式SDKを作りました。こないだまでプレビュー版を流していたのですが、今回v1.0.0として出します。ライブラリ名は、Claudeだから、Claudiaです!.NET全般で使えるのと、Unity(Runtime/Editor双方)でも動作確認をしているので、アイディア次第で色々活用できると思います。 GitHub - Cysharp/Claudia 今回のSDKを作るにあたっての設計指針の一番目は、公式のPython SDKやTypeScript SDKと限りなく似せる

        • research!rsc: Coroutines for Go

          This post is about why we need a coroutine package for Go, and what it would look like. But first, what are coroutines? Every programmer today is familiar with function calls (subroutines): F calls G, which stops F and runs G. G does its work, potentially calling and waiting for other functions, and eventually returns. When G returns, G is gone and F continues running. In this pattern, only one fu

          • 【Python 3.12】型ヒント機能がいつの間にか進化していたので、慌ててキャッチアップする - ABEJA Tech Blog

            ABEJA でプロダクト開発を行っている平原です。 先日、バックエンドで使っているGo言語のお勉強しようと「go言語 100Tips ありがちなミスを把握し、実装を最適化する」を読んでいました。その中でinterfaceは(パッケージを公開する側ではなく)受け側で定義するべきという記述を見つけてPythonでも同じことできないかと調べていると(PythonではProtocolを使うとうまくいきそうです。)、どうやら型ヒント機能がかなりアップデートされていることに気づき慌てて再入門しました。(3.7, 3.8あたりで止まってました。。) この記事では、公式ドキュメントを見ながら適当にコードを書き散らし、どの機能はどこまで使えるのか試してみたことをまとめてみました。 docs.python.org 環境 Python: 3.12.1 エディタ: Visual Studio Code Pylan

              【Python 3.12】型ヒント機能がいつの間にか進化していたので、慌ててキャッチアップする - ABEJA Tech Blog
            • 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

              • Font with Built-In Syntax Highlighting

                Syntax Highlighting in Hand-Coded Websites The problem I have been trying to identify practical reasons why hand-coding websites with HTML and CSS is so hard (by hand-coding, I mean not relying on frameworks, generators or 3rd party scripts that modify the DOM). Let's say, I want to make a blog. What are the actual things that prevent me from making—and maintaining—it by hand? What would it take t

                • 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
                  • Coroutines and effects

                    For the past few months I’ve been mulling over some things that Russell Johnston made me realize about the relationship between effect systems and coroutines. You can read more of his thoughts on this subject here, but he made me realize that effect systems (like that found in Koka) and coroutines (like Rust’s async functions or generators) are in some ways isomorphic to one another. I’ve been pon

                    • Building the fastest Lua interpreter.. automatically!

                      This is Part 1 of a series of posts. Part 2 is available here: Building a baseline JIT for Lua automatically It is well-known that writing a good VM for a dynamic language is never an easy job. High-performance interpreters, such as the JavaScript interpreter in Safari, or the Lua interpreter in LuaJIT, are often hand-coded in assembly. If you want a JIT compiler for better performance, well, you’

                        Building the fastest Lua interpreter.. automatically!
                      • JavaScript needs more helper functions for iteration (map, filter, etc.) – where should we put them?

                        JavaScript needs more helper functions for iteration (map, filter, etc.) – where should we put them? Iteration is a standard that connects operations with data containers: Each operation that follows this standard, can be applied to each data container that implements this standard. In this blog post: We first explore three questions: How does JavaScript’s iteration work? What are its quirks? What

                        • Beyond the 70%: Maximizing the human 30% of AI-assisted coding

                          Beyond the 70%: Maximizing the human 30% of AI-assisted codingWhy durable human skills matter in the age of AI-assisted coding This is a follow-up to my article “The 70% problem: Hard truths about AI-assisted coding” AI coding assistants like Cursor, Cline, Copilot and WindSurf have transformed how software is built, shouldering much of the grunt work and boilerplate. Yet, as experienced developer

                            Beyond the 70%: Maximizing the human 30% of AI-assisted coding
                          • Real-world gen AI use cases from the world's leading organizations | Google Cloud Blog

                            AI is here, AI is everywhere: Top companies, governments, researchers, and startups are already enhancing their work with Google's AI solutions. Published April 12, 2024; last updated October 9, 2025. Automotive & Logistics Business & Professional Services Financial Services Healthcare & Life Sciences Hospitality & Travel Manufacturing, Industrial & Electronics Media, Marketing & Gaming Public Sec

                              Real-world gen AI use cases from the world's leading organizations | Google Cloud Blog
                            • 0.10.0 Release Notes ⚡ The Zig Programming Language

                              Tier 4 Support § Support for these targets is entirely experimental. If this target is provided by LLVM, LLVM may have the target as an experimental target, which means that you need to use Zig-provided binaries for the target to be available, or build LLVM from source with special configure flags. zig targets will display the target if it is available. This target may be considered deprecated by

                              • Ordering Movie Credits With Graph Theory

                                At Endcrawl we're always thinking about the hard work that goes into making film and TV, and how that work translates to on-screen credits. A feature film may involve thousands of people, hundreds of distinct job titles or "roles," and dozens of departments. So there's plenty for a producer to worry about, like: Did we forget or misspell a name? Is this the correct way to credit that role? Do all

                                  Ordering Movie Credits With Graph Theory
                                • August 2021 (version 1.60)

                                  Update 1.60.1: The update addresses these issues. Update 1.60.2: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the August 2021 release of Visual Studio Code. There are many updates in this version that we hope you will like, some of the key highlights include: Automatic language detection - Programming l

                                    August 2021 (version 1.60)
                                  • Claude Agent Skills: A First Principles Deep Dive

                                    Deconstructing prompt-based meta-tool architecture and context injection patterns for AI engineering - Claude’s Agent Skills system represents a sophisticated prompt-based meta-tool architecture that extends LLM capabilities through specialized instruction injection. Unlike traditional function calling or code execution, skills operate through prompt expansion and context modification to modify ho

                                      Claude Agent Skills: A First Principles Deep Dive
                                    • Supercharge SQLite with Ruby functions

                                      An interesting twist in my recent usage of SQLite was the fact that I noticed my research scripts and the database intertwine more. SQLite is unique in that it really lives in-process, unlike standalone database servers. There is a feature to that which does not get used very frequently, but can be indispensable in some situations. By the way, the talk about the system that made me me to explore S

                                      • How Python Asyncio Works: Recreating it from Scratch

                                        Right now, asyncio is one of the trendier topics in Python, and rightfully so – It’s a great way to handle I/O-bound programs! When I was learning about asyncio, It took me a while to understand how it actually worked. But later, I came to find out that it’s basically just a really nice layer on top of Python Generators. In this article, I’m going to create a simplified version of asyncio using ju

                                          How Python Asyncio Works: Recreating it from Scratch
                                        • The AI-Native Software Engineer

                                          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

                                            The AI-Native Software Engineer
                                          • Server-Sent Events: the alternative to WebSockets you should be using

                                            When developing real-time web applications, WebSockets might be the first thing that come to your mind. However, Server Sent Events (SSE) are a simpler alternative that is often superior. Contents Prologue WebSockets? What is wrong with WebSockets Compression Multiplexing Issues with proxies Cross-Site WebSocket Hijacking Server-Sent Events Let’s write some code The Reverse-Proxy The Frontend The

                                              Server-Sent Events: the alternative to WebSockets you should be using
                                            • Why would anyone need JavaScript generator functions?

                                              Generators are an odd part of the JavaScript language. And some people find them a bit of a puzzle. You might be a successful developer for decades and never feel the need to reach for them. Which raises the question, if you can go so long without ever needing them, what are they good for? Generators have a funny syntax, too. They have these strange starred function definitions; you can’t define t

                                                Why would anyone need JavaScript generator functions?
                                              • sys.monitoring — Execution event monitoring

                                                Note sys.monitoring is a namespace within the sys module, not an independent module, so there is no need to import sys.monitoring, simply import sys and then use sys.monitoring. This namespace provides access to the functions and constants necessary to activate and control event monitoring. As programs execute, events occur that might be of interest to tools that monitor execution. The sys.monitor

                                                  sys.monitoring — Execution event monitoring
                                                • Python behind the scenes #12: how async/await works in Python

                                                  Mark functions as async. Call them with await. All of a sudden, your program becomes asynchronous – it can do useful things while it waits for other things, such as I/O operations, to complete. Code written in the async/await style looks like regular synchronous code but works very differently. To understand how it works, one should be familiar with many non-trivial concepts including concurrency,

                                                  • Automated Hydroponic System Build – Projects | Kyle Gabriel

                                                    Last Updated: August 28, 2022 Hydroponic farming is a method of growing crops without soil, with the main benefits of environmental and nutrient control, water conservation, and reduction of labor. This technique relies on a number of technologies that the principles of automation can be applied in order to improve yield and consistency. In this article and accompanying video, I’ll show you how to

                                                    • How I hacked SONOS and YouTube the same day

                                                      How I hacked SONOS and YouTube the same day Or how to play YouTube videos on you SONOS, easy and for free. SONOS is a brand of connected speakers that allow users on the network listen to music that they can choose using the SONOS specific Android / iOS application, or 3d party services with monthly subscription like Deezer / Spotify / YouTube Music from their local network. SONOS has been growing

                                                        How I hacked SONOS and YouTube the same day
                                                      • Python Interview Questions

                                                        Here is a list of common Python interview questions with detailed answers to help you prepare for the interview as a Python developer. Python, with its versatile use cases and straightforward syntax, has seen its popularity growing continuously in software development, data science, artificial intelligence, and many other fields. As such, interviews for Python-related positions are designed not on

                                                          Python Interview Questions
                                                        • Following up on the Python JIT

                                                          Performance of Python programs has been a major focus of development for the language over the last five years or so; the Faster CPython project has been a big part of that effort. One of its subprojects is to add an experimental just-in-time (JIT) compiler to the language; at last year's PyCon US, project member Brandt Bucher gave an introduction to the copy-and-patch JIT compiler. At PyCon US 20

                                                          • ECMAScript proposal: iterator helpers

                                                            Update 2022-12-15: New section “How will this proposal affect future JavaScript APIs?” In this blog post, we look at the ECMAScript proposal “Iterator helpers” by Gus Caplan, Michael Ficarra, Adam Vandolder, Jason Orendorff, Kevin Gibbons, and Yulia Startsev. It introduces utility methods for working with iterable data: .map(), .filter(), .take(), etc. The style of the proposed API clashes with th

                                                            • Philosophy of coroutines

                                                              [Simon Tatham, initial version 2023-09-01, last updated 2025-03-25] [Coroutines trilogy: C preprocessor | C++20 native | general philosophy ] Introduction Why I’m so enthusiastic about coroutines The objective view: what makes them useful? Versus explicit state machines Versus conventional threads The subjective view: why do I like them so much? “Teach the student when the student is ready” They s

                                                              • Using Python to Simplify Data Operations in Data Science

                                                                In Data Science, we primarily use Python as a programming language to perform operations on the available datasets. This article will discuss concepts and details for using Pythons to simplify data operations in data science. Pros and Cons of Python for Data OperationsEven though the pros outweigh the cons, it is crucial to look at both aspects. So, let’s have a look at the advantages and limitati

                                                                  Using Python to Simplify Data Operations in Data Science
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