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
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
SHAPで因果関係を説明できる？ - Qiita
はじめに 予測モデル（機械学習モデル）を解釈するのに有用なSHAPを用いて因果関係を説明することができるか、についてPythonによるシミュレーションを交えてまとめました。内容に誤り等ございましたら、ご指摘いただけますと幸いです。 結論 基本的に、SHAPで因果関係は説明できません。これは、SHAPが予測モデルの因果ではなく相関を明らかにするものであるからです。 そこで今回は、予測モデルをSHAPで解釈する上でありがちなミスリーディングや、それに関連する因果効果を推定するためのアプローチについて記載しています。 そもそもSHAPとは SHAPとはSHapley Additive exPlanationsの略で、協力ゲーム理論のShapley Valueを機械学習に応用した手法です。「その予測モデルがなぜ、その予測値を算出しているか」を解釈するためのツールとしてオープンソースのライブラリが開
Prisma ORM Architecture Shift: Why We Moved from Rust to TypeScript
The Prisma query engine, written in Rust, has always been a core part of Prisma ORM. It was developed for the future, but is no longer compatible with Prisma ORM’s current direction. Read on to learn more about our rewrite from Rust to TypeScript. TL;DR: The Rust-Free ORM is ready for production-use Prisma ORM's core engine has undergone a major shift from the Rust based query engine to a leaner T
CUPID: for joyful coding
What started as lighthearted iconoclasm, poking at the bear of SOLID, has developed into something more concrete and tangible. If I do not think the SOLID principles are useful these days, then what would I replace them with? Can any set of principles hold for all software? What do we even mean by principles? I believe that there are properties or characteristics of software that make it a joy to
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
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’
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
This article is a translation, the original version is available here. I started using the OCaml language regularly around 2012, and since then, my interest and enthusiasm for this language have only grown. It has become my preferred choice for almost all my personal projects, and it has also influenced my professional choices. Since 2014, I have been actively participating in public conferences d
July 2, 2025 Volume 23, issue 3 PDF When Is WebAssembly Going to Get DOM Support? Or, how I learned to stop worrying and love glue code Daniel Ehrenberg Is WebAssembly (Wasm) really ready for production usage in web applications, even though that usage requires integration with a web page and the APIs used to manipulate it, such as the DOM? Simultaneously, the answer to this question is that "Wasm
google (Google)
<a href=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/google-cloud/thumbnail.png\" rel=\"nofollow\"><img src=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/google-cloud/thumbnail.png\" alt=\"Hugging Face x Google Cloud\"></a></p>\n<p><em>Welcome to the official Google organization on Hugging Face!</em></p>\n<p><a href=\"https://hug
C interpreters are a common language implementation technique and the basis for the reference implementations of languages such as Lua, Ruby, and Python. Unfortunately, C interpreters are slow, especially compared to language implementations powered by JIT compilers. In this post I’m going to show that it is possible to take C interpreters and, by changing a tiny proportion of code, automatically
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
Shai Hulud 2.0 Strikes Again: Malware Supply-Chain Attack Hits Zapier & ENS Domains
Shai Hulud Launches Second Supply-Chain Attack: Zapier, ENS, AsyncAPI, PostHog, Postman Compromised It's another Monday morning, sitting down at the computer. And I see a stack of alerts from the last hour of packages showing signs of malware in our triage queue. Having not yet finished my first cup of coffee, I see Shai Hulud indicators. Yikes, surely that's a false positive? Nope, welcome to Mon
Noble Numbat Release Notes Table of Contents Introduction New features in 24.04 LTS Known Issues Official flavours More information Introduction These release notes for Ubuntu 24.04 LTS (Noble Numbat) provide an overview of the release and document the known issues with Ubuntu and its flavours. For details of the changes applied since 24.04, please see the 24.04.2 change summary. Support lifespan
Tetris That Hates You StickManStickMan #611, by Sam Hughes. HATETRIS is a version of Tetris written in 2010 by programmer and sci-fi author Sam Hughes. According to his initial description of the game: This is bad Tetris. It’s hateful Tetris. It’s Tetris according to the evil AI from “I Have No Mouth And I Must Scream”. (And if you aren’t familiar with Tetris at all, and don’t know the rules or pi
I find blockchain fascinating because it extends open source software development to open source + state. This seems to be a genuine/exciting innovation in computing paradigms; We don’t just get to share code, we get to share a running computer, and anyone anywhere can use it in an open and permissionless manner. The seeds of this revolution arguably began with Bitcoin, so I became curious to dril
After studying how companies deploy generative AI applications, I noticed many similarities in their platforms. This post outlines the common components of a generative AI platform, what they do, and how they are implemented. I try my best to keep the architecture general, but certain applications might deviate. This is what the overall architecture looks like. This is a pretty complex system. Thi
GitHub - taishi-i/awesome-ChatGPT-repositories: A curated list of resources dedicated to open source GitHub repositories related to ChatGPT and OpenAI API
awesome-chatgpt-api - Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota. awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better. awesome-chatgpt - Curated list of awesome tools, demos, docs for ChatGPT and GPT-3 awesome-totally-open-chat
Update 1.90.2: The update addresses these issues. Update 1.90.1: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the May 2024 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Editor tabs multi-select - Select and perform act
Screencast If you click on this screenshot, you'll see OSH running ./configure from CPython's tarball, with GC debug output. This is: 16K lines of gnarly shell generated by GNU autoconf Running in our shell interpreter, written in ~40K lines of typed Python. But, it's translated to ~80K lines of pure C++! That generated C++ runs on top of a ~4K line runtime of garbage collected data structures, an
SHAPで因果関係を説明できる？ - Qiita
はじめに 予測モデル（機械学習モデル）を解釈するのに有用なSHAPを用いて因果関係を説明することができるか、についてPythonによるシミュレーションを交えてまとめました。内容に誤り等ございましたら、ご指摘いただけますと幸いです。 結論 基本的に、SHAPで因果関係は説明できません。これは、SHAPが予測モデルの因果ではなく相関を明らかにするものであるからです。 そこで今回は、予測モデルをSHAPで解釈する上でありがちなミスリーディングや、それに関連する因果効果を推定するためのアプローチについて記載しています。 そもそもSHAPとは SHAPとはSHapley Additive exPlanationsの略で、協力ゲーム理論のShapley Valueを機械学習に応用した手法です。「その予測モデルがなぜ、その予測値を算出しているか」を解釈するためのツールとしてオープンソースのライブラリが開
tl;dr: If in doubt, prefer to use zswap. Only use zram if you have a highly specific reason to. In terms of architecture: zswap sits in front of your disk swap, compresses pages in RAM, and automatically tiers cold data to disk. It integrates directly with the kernel's memory management and distributes pressure gracefully. zram is a compressed RAM block device with a hard capacity limit. When you
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
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
[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
Askar Safin
MV3 Chrome extension with iframe, which embeds any site July 19, 2024 I created manifest v3 Chrome/Chromium extension with <iframe>, which can host any site, even those, which set X-Frame-Options: deny. Also, my extension contains many hacks for some real world sites. So, this is the code: https://sr.ht/~safinaskar/blog-browser/ . The code is heavily commented. And this is list of hacks: – First o
Our previous report on Cobalt Strike focused on the most frequently used capabilities that we had observed. In this report, we will focus on the network traffic it produced, and provide some easy wins defenders can be on the look out for to detect beaconing activity. We cover topics such as domain fronting, SOCKS proxy, C2 traffic, Sigma rules, JARM, JA3/S, RITA & more. As with our previous articl
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research!rsc: Coroutines for Go
xvw.lol - Why I chose OCaml as my primary language
When Is WebAssembly Going to Get DOM Support? - ACM Queue
Laurence Tratt: Retrofitting JIT Compilers into C Interpreters
The AI-Native Software Engineer
Ubuntu 24.04 LTS (Noble Numbat) Release Notes
Getting the World Record in HATETRIS
A from-scratch tour of Bitcoin in Python
Building A Generative AI Platform
May 2024 (version 1.90)
Pictures of a Working Garbage Collector
Debunking zswap and zram myths
Following up on the Python JIT
Philosophy of coroutines
Cobalt Strike, a Defender’s Guide - Part 2