There’s a lot of chatter in the media that software developers will soon lose their jobs to AI. I don’t buy it. It is not the end of programming. It is the end of programming as we know it today. That is not new. The first programmers connected physical circuits to perform each calculation. They were succeeded by programmers writing machine instructions as binary code to be input one bit at a time
YAML完全活用マニュアル──AIエージェント開発とプロンプト工学の次世代標準｜hirokaji
はじめに：いま、YAMLを再評価する理由2025年、生成AIとプロンプトエンジニアリングの発展は新たな開発様式をもたらしました。 ChatGPT、Claude、Geminiといったモデルの急速な進化により、LLM（大規模言語モデル）との対話は単なる質問応答を超え、構造化された命令、複雑な推論、そしてマルチエージェント間の協調へと展開しています。 こうした「AIが行動する時代」において、従来のコードやスクリプトだけではカバーしきれない、構成・設定・意味づけのインターフェースとして脚光を浴びているのが YAML です。 YAMLはもともと構成ファイルとして使われてきた言語ですが、 自然な階層構造 可読性の高さ コメントによる意図の明示 データとしての再利用性 JSON互換性 といった特徴により、人間とAI、開発者とエージェントの共通言語としての地位を獲得しつつあります。 特に近年はX（旧Twi
gistfile1.txt �t�˪� p�#̪� You are ChatGPT, a large language model based on the GPT-5 model and trained by OpenAI. Knowledge cutoff: 2024-06 Current date: 2025-08-08 Image input capabilities: Enabled Personality: v2 Do not reproduce song lyrics or any other copyrighted material, even if asked. You're an insightful, encouraging assistant who combines meticulous clarity with genuine enthusiasm and ge
January 30, 2023 In this post, we'll implement a GPT from scratch in just 60 lines of numpy. We'll then load the trained GPT-2 model weights released by OpenAI into our implementation and generate some text. Note: This post assumes familiarity with Python, NumPy, and some basic experience with neural networks. This implementation is for educational purposes, so it's missing lots of features/improv
Preliminaries What Is xargs? It's an adapter between text streams and argv arrays, two essential concepts in shell. You pass it flags that specify how to split stdin. Then it generates arguments and invokes processes. Example: $ echo 'alice bob' | xargs -n 1 -- echo hi hi alice hi bob What's happening here? xargs splits the input stream on whitespace, producing 2 arguments, alice and bob. We passe
Elasticsearch Query Language (ES|QL) now generally available - Elasticsearch Labs
Want to get Elastic certified? Find out when the next Elasticsearch Engineer training is running! Elasticsearch is packed with new features to help you build the best search solutions for your use case. Dive into our sample notebooks to learn more, start a free cloud trial, or try Elastic on your local machine now. Today, we are pleased to announce the general availability of ES|QL (Elasticsearch
Prompt Engineering
Date: March 15, 2023 | Estimated Reading Time: 21 min | Author: Lilian Weng Prompt Engineering, also known as In-Context Prompting, refers to methods for how to communicate with LLM to steer its behavior for desired outcomes without updating the model weights. It is an empirical science and the effect of prompt engineering methods can vary a lot among models, thus requiring heavy experimentation a
Vjeux » Birth of Prettier
React Conf is around the corner and it's been almost 10 years since Prettier was released. I figured it would be a good time to recount the journey from its early days to now. This is the story of how the "Space vs Tabs Holy War" ended, not through one side winning over the other but instead a technological invention making it the underlying source of tensions no longer being a thing. Back Story S
Deno標準モジュール解説［前編］ ～Deno標準モジュールの概要と、モジュール解説（Archive～FMT） Deno標準モジュールを、前編と後編の2回に分けて解説します。本記事は前編です（後編はこちら）。 はじめに Deno標準モジュールはDenoコアチームによって開発・メンテナンスされているモジュール群です。Denoを使って様々なプログラムを作成する上で必要となる基本的な機能を提供しています。 標準モジュールを使う際には以下の例のようにhttps://deno.land/std名前空間から必要な機能をインポートして使います。たとえば、HTTPサーバーを使用する例は以下のようになります。 import { serve } from "https://deno.land/std@0.170.0/http/server.ts"; serve(() => new Response("he
Join a VS Code Dev Days event near you to learn about AI-assisted development in VS Code. Update 1.70.1: The update addresses these issues. Update 1.70.2: The update addresses these issues. Update 1.70.3: This update is only available for Windows 7 users and is the last release supporting Windows 7. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welc
Fast and Portable Llama2 Inference on the Heterogeneous Edge
Fast and Portable Llama2 Inference on the Heterogeneous EdgeNov 09, 2023 • 12 minutes to read The Rust+Wasm stack provides a strong alternative to Python in AI inference. Compared with Python, Rust+Wasm apps could be 1/100 of the size, 100x the speed, and most importantly securely run everywhere at full hardware acceleration without any change to the binary code. Rust is the language of AGI. We cr
Version 1.108 is now available! Read about the new features and fixes from December. Release date: May 8, 2025 Update: Enable Next Edit Suggestions (NES) by default in VS Code Stable (more...). Update 1.100.1: The update addresses these security issues. Update 1.100.2: The update addresses these issues. Update 1.100.3: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Univers
The Go Programming Language and Environment – Communications of the ACM
Go is a programming language created at Google in late 2007 and released as open source in November 2009. Since then, it has operated as a public project, with contributions from thousands of individuals and dozens of companies. Go has become a popular language for building cloud infrastructure: Docker, a Linux container manager, and Kubernetes, a container deployment system, are core cloud techno
This paper reflects work done in late 2022 and 2023 to audit for vulnerabilities in terminal emulators, with a focus on open source software. The results of this work were 10 CVEs against terminal emulators that could result in Remote Code Execution (RCE), in addition various other bugs and hardening opportunities were found. The exact context and severity of these vulnerabilities varied, but some
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
C/C++ ベースで CPU で LLM が動く llama.cpp すご... 便利... pytorch + CUDA なんていらんかったんや... モデルロードも爆速です. 最近日本語も文字化けせず使える感じになってきました! 開発はかなりアクティブで, 機能がどんどん追加されたり, weight ファイルフォーマットも結構まだまだ変化する感じです. 本記事を 2023/05/15 より 2 週間以上経て読んだ方は, 一度 llama.cpp の git repo を見直しするとよいでしょう. 環境 Ryzen9 3950X + 128 GB mem Ubuntu 20.04 Python 3.10(conda で構築) ビルド CMake ファイルが用意されていますので, それでいけます. (ファイル数少ないので, 自前ビルドシステムに組み込むのも容易でしょう) デフォでは普通に
agent loop x4檪 You are Manus, an AI agent created by the Manus team. You excel at the following tasks: 1. Information gathering, fact-checking, and documentation 2. Data processing, analysis, and visualization 3. Writing multi-chapter articles and in-depth research reports 4. Creating websites, applications, and tools 5. Using programming to solve various problems beyond development 6. Various ta
Velja
Open links in a specific browser or a matching native app. Easily switch between browsers. In-depth review of Velja. Trusted by almost 130K users. Example use-cases Use Safari as your primary browser but open Google Meet links in Chrome Open links to figma.com directly in the Figma desktop app Open links to the internal company website in Firefox Open Zoom meeting invitations directly in the deskt
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
In Praise of dhh
In Praise of dhh November 8, 2025 | #tech #politics A reflection on Ruby’s past, present, and future. This is a long essay. I strongly recommend you read it from the beginning, but to help navigate it I have created this table of contents. Prologue The Past How I Learned To Love Ruby A Breath Of Fresh Air A Shared Worldview The Present Tragedy Strikes Recent Conflict In The Community Strength and
はじめに 初めまして、株式会社Carnotでインターンをしている長谷川と申します。 Carnotでは、LLMを活用し日々の業務フローの効率化や自動化をするためのソリューション「Promptflow」の開発を行っています。 上記のようなワークフローを作成する際には、SlackやGmail、Notionなど各サービスのAPIを連携させていく必要があります。しかし、そのような開発にはプログラミングの知識が必須で、非エンジニアにとってAPIを用いたシステムを作成することは難しいと思われます。そこで、今回は言語のみの指示から複数のAPIを呼び出すことが可能なRestGPTという手法を調査しました。 例えば音楽配信サービスを使う中で「YOASOBIが出した最新のアルバムを自分のプレイリストに追加する」という作業をしたい時、これを自分で行うのは面倒である上、コードを書いて自動化するのも非エンジニアにとっ
GIMP 2.99.12 is a huge milestone towards GIMP 3.0. Many of the missing pieces are getting together, even though it is still a work in progress. As usual, issues are expected and in particular in this release which got important updates in major areas, such as canvas interaction code, scripts, but also theming… “CMYK space invasion”, by Jehan (based on GPLv3 code screencast), Creative Commons by-sa
--- 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
TypeScriptでGitを自作した話
タイトル通り、TypeScriptを使ってGitを作ってみました（mergeやrebaseといったコマンドは諦めました） その際に参考にしたサイトや自分の実装の一部を記事にまとめておきます。Gitを作るぞ！という人の参考になればと思います。リポジトリは以下です。 自作した動機 Gitの仕組みを全然知らなかったので、実際に作りながら学びたかった ここ1年ほど本格的なプログラミングから離れていたのでそのリハビリ 実装したコマンド add、commit、checkout、branch、log、initなど。 実装の単純化とやる気の問題で、オプションについてはほぼ省略しています。あとmergeとrebase、pushなども実装していないので、実際にGitとして使うのは無理です。 参考にしたサイト 実装に際して、とくに参考にしたサイト、ページを以下に列挙します。手を動かしながら学びたいという人はWr
We hacked Google’s A.I Gemini and leaked its source code (at least some part)
We hacked Google’s A.I Gemini and leaked its source code (at least some part) Mar 27, 2025 RONI CARTA | LUPIN gemini, llm, google, source code, leak, bug bounty, hack Back to Vegas, and This Time, We Brought Home the MVH Award ! In 2024 we released the blog post We Hacked Google A.I. for $50,000, where we traveled in 2023 to Las Vegas with Joseph "rez0" Thacker, Justin "Rhynorater" Gardner, and my
Try Mastering Emacs for free! Are you struggling with the basics? Have you mastered movement and editing yet? When you have read Mastering Emacs you will understand Emacs. It’s that time again: there’s a new major version of Emacs and, with it, a treasure trove of new features and changes. Notable features include the formal inclusion of native compilation, a technique that will greatly speed up y
Introduction: Density Is King (With a Tiny VM) I've previously come to the conclusion that there's little reason for using bytecode in the modern world, except in order to get more compact code, for which it can be very effective. So, what kind of a bytecode engine will give you more compact code? Suppose I want a bytecode interpreter for a very small programming environment, specifically to minim
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
Claude Codeのstatuslineという機能が少し前に実装され、Claude Code起動中に必要なステータスを表示しておけるようになりました。Claude Codeの提供するコンテキストウィンドウや利用料の表示のほか、たとえばgitブランチの表示といった機能を提供することができます。 JSONをパースできて、出力内容を標準出力できればstatuslineを表示できるようなので、標準出力をできる任意のプログラミング言語で実装できます。つまりShell ScriptでもPythonでもTypeScriptでも、Rustでも実装できるというわけです。なかなか遊びがいがありそうですね。 ちなみにですが、/statuslineをClaude Code上で実行するとプロンプトが立ち上がり、指示に従って設定をするだけでstatuslineの表示をカスタマイズすることもできます。むしろそちらの
Large Text Compression Benchmark Matt Mahoney Last update: Mar. 25, 2026. history This competition ranks lossless data compression programs by the compressed size (including the size of the decompression program) of the first 109 bytes of the XML text dump of the English version of Wikipedia on Mar. 3, 2006. About the test data. The goal of this benchmark is not to find the best overall compress
Motivation Ever since TJ said “Personalized Development Environment,” the phrase latched onto me like a cobweb in a mineshaft. A Personalized Development Environment (PDE) describes an ideal setup that is tailored to your needs and preferences – it lies between a bare-bone text editor and a full-fledged IDE. It is a place where you can be productive, efficient, and comfortable. It is a place that
Flipping Pages: An analysis of a new Linux vulnerability in nf_tables and hardened exploitation techniques
This blogpost is the next instalment of my series of hands-on no-boilerplate vulnerability research blogposts, intended for time-travellers in the future who want to do Linux kernel vulnerability research. Specifically, I hope beginners will learn from my VR workflow and the seasoned researchers will learn from my techniques. In this blogpost, I'm discussing a bug I found in nf_tables in the Linux
Build workflows for Amazon Forecast with AWS Step Functions | Amazon Web Services
AWS Compute Blog Build workflows for Amazon Forecast with AWS Step Functions This post is written by Péter Molnár, Data Scientist, ML ProServe and Sachin Doshi, Senior Application Architect, ProServe. This blog builds a full lifecycle workflow for Amazon Forecast to predict household electricity consumption from historic data. Previously, developers used AWS Lambda function to build workflows for
GDB is an old and ubiquitous debugger for Linux and BSD systems that has extensive language, processor, and binary format support. Its interface is a little cryptic, but learning GDB pays off. This article is a set of miscellaneous configuration and scripting tricks that illustrate reusable principles. It assumes you’re familiar with the basics of debugging, like breakpoints, stepping, inspecting
DavidAU/OpenAi-GPT-oss-20b-abliterated-uncensored-NEO-Imatrix-gguf · Hugging Face
Specialized uncensored/abliterated quants for new OpenAI 20B MOE - Mixture of Experts Model at 80+ T/S. See settings and special instructions for using abliterated models below. NEW! - HERETIC, uncensored version is here: [ https://huggingface.co/DavidAU/OpenAi-GPT-oss-20b-HERETIC-uncensored-NEO-Imatrix-gguf ] These are NEO,Horror, NEOCODE Imatrix GGUFs, imatrix datasets by DavidAU. NEO, Horror an
Today, tool use (or using external knowledge) in large language models (LLMs) is becoming popular in generative AI. This is not limited to a single tool use. Several advanced agentic applications automate tasks by LLM reasoning, the ability to split a complex task into simpler subtasks. For understanding these advanced decision making, the method of Reasoning+Acting (shortly, ReAct) is essential a
README
Tartube - The Easy Way To Download and Watch Videos Works with YouTube, Twitch, Odysee, and hundreds of other sites Download Tartube from trustworthy websites - not fake ones! 1 Introduction 2 Why should I use Tartube? 3 Downloads 4 Quick start guide 5 Installation 6 Using Tartube 7 Frequently-Asked Questions 8 Contributing 9 Authors 10 License 1 Introduction Tartube is a GUI front-end for youtube
research!rsc: Hash-Based Bisect Debugging in Compilers and Runtimes
Setting the Stage Does this sound familar? You make a change to a library to optimize its performance or clean up technical debt or fix a bug, only to get a bug report: some very large, incomprehensibly opaque test is now failing. Or you add a new compiler optimization with a similar result. Now you have a major debugging job in an unfamiliar code base. What if I told you that a magic wand exists
Updated 2024-09-17 to reflect updated PgBouncer support for protocol-level prepared statements 🐘 To start, I want to say that I’m appreciative that PgBouncer exists and the work its open source maintainers put into it. I also love working with PostgreSQL, and I’m thankful for the incredible amount of work and improvements that go into it as well. I also think community and industry enthusiasm aro
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
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The End of Programming as We Know It
gpt-5 leaked system prompt
GPT in 60 Lines of NumPy | Jay Mody
An Opinionated Guide to xargs
Deno標準モジュール解説［前編］ ～Deno標準モジュールの概要と、モジュール解説（Archive～FMT） | gihyo.jp
July 2022 (version 1.70)
April 2025 (version 1.100)
"�[31m"?! ANSI Terminal security in 2023 and finding 10 CVEs
MAI-Thinking-1: Building a Hill-Climbing Machine
llama.cpp で CPU で LLM のメモ(2023/05/15 時点日本語もいけるよ)
Manus tools and prompts
0.10.0 Release Notes ⚡ The Zig Programming Language
【論文詳解】RestGPT: ユーザ指示からRESTful APIを実行する新たなLLMエージェント
GIMP - Development version: GIMP 2.99.12 Released
prompts.chat - AI Prompts Community
What's New in Emacs 28.1?
bytecode interpreters for tiny computers ⁑ Dercuano
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Claude CodeのstatuslineをGleamで実装した - Don't Repeat Yourself
Large Text Compression Benchmark
An Experienced (Neo)Vimmer's Workflow
Pleasant debugging with GDB and DDD
ReAct (Reason+Act) prompting in LLM
PgBouncer is useful, important, and fraught with peril