awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems View the Project on GitHub View On GitHub An updated and organized reading list for illustrating the patterns of scalable, reliable, and performant large-scale systems. Concepts are explained in the articles of prominent engineers and credible references. Case studies are taken from battle-tested systems that serve millions to
Protocol Like MCP, codex app-server supports bidirectional communication using JSON-RPC 2.0 messages (with the "jsonrpc":"2.0" header omitted on the wire). Supported transports: stdio (--listen stdio://, default): newline-delimited JSON (JSONL). websocket (--listen ws://IP:PORT, experimental): one JSON-RPC message per WebSocket text frame. In WebSocket mode, app-server uses bounded queues. When re
Improving Recommendation Systems & Search in the Age of LLMs
Improving Recommendation Systems & Search in the Age of LLMs [ recsys llm teardown 🔥 ] · 43 min read Recommendation systems and search have historically drawn inspiration from language modeling. For example, the adoption of Word2vec to learn item embeddings (for embedding-based retrieval), and using GRUs, Transformer, and BERT to predict the next best item (for ranking). The current paradigm of l
Claude's Constitution
Claude’s constitution is a detailed description of Anthropic’s intentions for Claude’s values and behavior. It plays a crucial role in our training process, and its content directly shapes Claude’s behavior. It’s also the final authority on our vision for Claude, and our aim is for all of our other guidance and training to be consistent with it. Training models is a difficult task, and Claude’s be
OBS Studioに関する情報メモを書いてる記事 ※「OBS Studioに関する個人的メモ」を移転しました。(現在は閲覧不可) 記事投稿日 2021年10月6日 本記事は文字数が非常に多いため、ブラウザの検索機能をご活用ください。 ブラウザ検索のショートカットキー ・Windows : Ctrl + F ・macOS : Command + F 見づらくて申し訳ありません。 将来的には内容を分割して投稿したいと考えていますが、分けても長くなってしまうため、当面はこのページにまとめています。 この記事は以下の環境を使用して作成しています。 ※Linux、特定のデバイスが無いと表示されないソースのことはメモしていません。 ■Windowsの場合 OBS Studio 31.1.2 (それ以前のバージョン、および開発版も含む) OS : Windows 11 Pro 64bit (バージョン
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
Annotated history of modern AI and deep neural networks
For a while, DanNet enjoyed a monopoly. From 2011 to 2012 it won every contest it entered, winning four of them in a row (15 May 2011, 6 Aug 2011, 1 Mar 2012, 10 Sep 2012).[GPUCNN5] In particular, at IJCNN 2011 in Silicon Valley, DanNet blew away the competition and achieved the first superhuman visual pattern recognition[DAN1] in an international contest. DanNet was also the first deep CNN to win
Transformer models: an introduction and catalog — 2023 Edition January 16, 2023 52 minute read This post is now an ArXiV paper that you can print and cite. Update 05/2023 Another pretty large update after 4 months. I was invited to submit the article to a journal, so I decided to enlist some help from some LinkedIn colleages and completely revamp it. First off, we added a whole lot of new models,
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0001名無しさん＠ピンキー 転載ダメ (ﾜｯﾁｮｲ e249-iArR)2023/12/17(日) 21:48:59.66ID:???0 !extend::vvvvv:1000:512 !extend::vvvvv:1000:512 AIに色々なことをしゃべってもらうんやで そこそこのデスクトップPC（できれば＋3060 12GB以上）でもなんぼか楽しめるで 自薦・他薦のモデルやツールは>>2以降 本スレ なんJLLM部 ★6 https://fate.5ch.net/test/read.cgi/liveuranus/1701542705/ VIPQ2_EXTDAT: default:vvvvv:1000:512:: EXT was configured 0002名無しさん＠ピンキー (ﾜｯﾁｮｲ e249-iArR)2023/12/17(日) 21:50:26.11ID:???0 初心
The Minimum Viable Testing Process for Evaluating Startup Ideas
Starting Up The Minimum Viable Testing Process for Evaluating Startup Ideas The traditional approach is to do some customer research, throw an MVP out there as fast as possible, and hope it hits. After being early at three startups that achieved over $1M in run-rate in their first six months of going live, Gagan Biyani has landed on an approach that’s quite different. This article is written by Ga
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
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
Expert used ChatGPT-4o to create a replica of his passport in just 5 minutes bypassing KYC
SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 41 | Security Affairs newsletter Round 519 by Pierluigi Paganini – INTERNATIONAL EDITION | China admitted its role in Volt Typhoon cyberattacks on U.S. infrastructure | Symbolic Link trick lets attackers bypass FortiGate patches, Fortinet warns | Attackers are exploiting recently disclosed OttoKit WordPress plugin flaw | Laboratory Services Cooperative dat
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
This is an all-in-one crosspost of a scenario I originally published in three parts on my blog, No Set Gauge. Links to the originals: A History of the Future, 2025-2027A History of the Future, 2027-2030A History of the Future, 2030-2040 Thanks to Luke Drago, Duncan McClements, Theo Horsley, and Bilal Chughtai for comments. 2025-2027Below is part 1 of an extended scenario describing how the future
AI is Destroying the University and Learning Itself
Originally published in our magazine’s hallowed print edition 2025 Nov/Dec Details Students use AI to write papers, professors use AI to grade them, degrees become meaningless, and tech companies make fortunes. Welcome to the death of higher education. I used to think that the hype surrounding artificial intelligence was just that—hype. I was skeptical when ChatGPT made its debut. The media frenzy
Does Laravel Scale?technical Jack Ellis · May 16, 2022In this blog post, I will explore whether you can use Laravel at hyper-scale and whether it could be used to power something like Twitter, Facebook or various other huge applications. What brought me hereWe're all getting tired of the "Does Laravel scale?" questions. Not because people are asking questions but because of the ignorant responses
September 2, 2025 Opinions expressed are solely my own and do not express the views or opinions of my employer Introduction I still remember the fall of 2008 when Google launched Chrome - a quirky new browser with a comic book as its press release. As someone who’s spent a long time on the Chrome team, I’ve watched this project grow from a secret skunkworks to a browser used by billions. Chrome tu
Renato Athaydes
Revisiting Prechelt’s paper and follow-ups comparing Java, Lisp, C/C++ and scripting languages A discussion on programming languages' impact on productivity and program efficiency. In 1999, Lutz Prechelt published a seminal article on the COMMUNICATIONS OF THE ACM (October 1999/Vol. 42, No. 10) called Comparing Java vs. C/C++ Efficiency Differences to Interpersonal Differences, henceforth Java VS
OHCHR Assessment of human rights concerns in the Xinjiang Uyghur Autonomous Region, People’s Republic of China | 31 August 2022
1 OHCHR Assessment of human rights concerns in the Xinjiang Uyghur Autonomous Region, People’s Republic of China 31 August 2022 2 Contents Page I. Introduction...................................................................................................................................... 1-3 II. Background .......................................................................................
New for AWS DataSync – Move Data Between AWS and Other Public Locations | Amazon Web Services
AWS News Blog New for AWS DataSync – Move Data Between AWS and Other Public Locations Update 05/29/25 On May 29, 2025, AWS DataSync launched Enhanced mode support for cross-cloud transfers. Enhanced mode simplifies data transfers between AWS and other clouds by removing the need for a DataSync agent. It also provides higher performance and scalability when compared to Basic mode. For more details,
【2021年版】SNS主要アップデート情報を総ざらい！ 年末年始の総復習に « 株式会社ガイアックス
a]:flex [&>a]:flex-row [&>a]:justify-between [&>a]:py-[18px] [&>a]:border-t [&>a]:border-lightgray [&>a]:border-opacity-20 [&_li]:my-1 [&_li]:list-['-_'] [&_li]:py-[18px] [&_li]:border-t [&_li]:border-lightgray [&_li]:border-opacity-20 [&_.Label]:transition-all [&_.Label]:w-fit [&_.content]:transition-all [&_.content]:h-0 [&_.content]:pt-0 [&_.content]:px-5 [&_.content]:overflow-hidden [&_.toggle:
W3C Workshop on Permissions
Executive Summary Future work should build on the key strengths of the web: safety-by-default, linkability, ephemerality, and interoperability across browsers and platforms. There was significant interest in non-prompt, contextual permission UIs, which are more seamlessly embedded into the user’s journey, and follow the “user-pull” model instead of the “developer-push” model. This approach could a
Recent Developments in LLM Architectures: KV Sharing, mHC, and Compressed Attention
After a short family break, I am excited to be back and catching up on a busy few weeks of open-weight LLM releases. The thing that stood out to me is how much newer architectures are focused on long-context efficiency. As reasoning models and agent workflows keep more tokens around (for longer), KV-cache size, memory traffic, and attention cost quickly become the main constraints, and LLM develop
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
Irrational Exuberance
Hey folks, I’m Will Larson! I wrote An Elegant Puzzle, Staff Engineer, The Engineering Executive’s Primer, and Crafting Engineering Strategy. You might also be interested in my collection of popular blog posts over the years, or to read my writing as it’s published via my newsletter or my RSS feed. An agent to use Notion docs as prompts to comment on Notion docs. July 20, 2025 Commenting on Notion
Django for Startup Founders: A better software architecture for SaaS startups and consumer apps
In an ideal world, startups would be easy. We'd run our idea by some potential customers, build the product, and then immediately ride that sweet exponential growth curve off into early retirement. Of course it doesn't actually work like that. Not even a little. In real life, even startups that go on to become billion-dollar companies typically go through phases like: Having little or no growth fo
以前のJPCERT/CC Eyesで、正規サービスを悪用した攻撃グループAPT-C-60による攻撃について紹介しましたが、JPCERT/CCでは引き続き同様の攻撃活動を国内で確認しています。今回は、2025年6月から8月にかけて確認した攻撃について、前回からのアップデートを中心に以下の項目について解説します。 攻撃の流れ ダウンローダーおよびSpyGlaceのアップデート SpyGlaceのエンコード関数、通信方式 使用されたデコイ文章 GitHubリポジトリの分析 攻撃の流れ JPCERT/CCが確認した攻撃は、2024年8月ごろに発生した攻撃と同様に、求職者を装い組織の採用担当に宛てた標的型攻撃メールでした。攻撃の流れを図1に示します。昨年の攻撃ではGoogle DriveからVHDXファイルをダウンロードさせる方式が使用されていましたが、今回の攻撃では悪性のVHDXファイルが直接添付
Initially, we named this guide “Tourist Attractions in Tokyo,” but we realized the title did not do justice. Tokyo offers so many places to visit and things to do that not just tourists but most long-time residents might not be able to experience them all. So, whether you plan to visit Tokyo as a tourist, for business, or to live there, we hope this guide to Tokyo’s tourist spots and attractions w
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App Server – Codex | OpenAI Developers
OBS Studio に関するメモ - すたいるのOBS情報メモブログ
Transformer models: an introduction and catalog — 2023 Edition
Large Text Compression Benchmark
The AI-Native Software Engineer
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
A History of the Future, 2025-2040 — LessWrong
Does Laravel Scale? - Fathom Analytics
Google Chrome at 17 - A history of our browser
攻撃グループAPT-C-60による攻撃のアップデート - JPCERT/CC Eyes
Top Places to Visit and Things to Do in Tokyo