The Four Innovation Phases of Netflix’s Trillions Scale Real-time Data Infrastructure
My name is Zhenzhong Xu. I joined Netflix in 2015 as a founding engineer on the Real-time Data Infrastructure team and later led the Stream Processing Engines team. I developed an interest in real-time data in the early 2010s, and ever since believe there is much value yet to be uncovered. Netflix was a fantastic place to be surrounded by many amazing colleagues. I can’t be more proud of everyone
Rationale The entire premise behind GitOps is to use Git as the source of truth for infrastructure and application configuration, taking advantage of Git workflows, while at the same time, having automation that realizes the configurations described in Git repositories (GitOps operators when we are deploying to Kubernetes). That said, both infrastructure configuration and application configuration
Historical expertise provided by Jerry Beck, Amelia Cook, Jason DeMarco, Maureen Furniss, Monique Henry-Hudson, Willow Catelyn Maclay, Linda Simensky, Koji Yamamura Entries by Rebecca Alter, Elly Belle, Kambole Campbell, Jen Chaney, Amelia Cook, Alex Costello, Marley Crusch, Toussaint Egan, Christopher L. Inoa, Genevieve Koski, Willow Catelyn Maclay, Rafael Motamayor, Sammy Nickalls, Joshua Rivera
Introducing Microsoft Security Copilot: Empowering defenders at the speed of AI - The Official Microsoft Blog
All Microsoft Global Microsoft 365 Teams Copilot Windows Surface Xbox Deals Small Business Support Software Windows Apps AI Outlook OneDrive Microsoft Teams OneNote Microsoft Edge Skype PCs & Devices Computers Shop Xbox Accessories VR & mixed reality Certified Refurbished Trade-in for cash Entertainment Xbox Game Pass Ultimate PC Game Pass Xbox games PC and Windows games Movies & TV Business Micro
「Stable difussion」のプロンプト（呪文）用語一覧【AIイラスト】 | マイナーゲーム.com
いま流行りのAI画像作成「Stable difussion」。 画像を出すにはプロンプトに英単語を打ち込まなければなりませんが、いちいち調べるのも面倒という方のために、1ページにまとめた単語帳を作成しました。 画質、アートスタイル、カメラの構図、背景、人物指定、人物の視線、人物のポーズ、髪の毛、頭部、体、服装、装飾などに分けて掲載しています。また今後もどんどん追加更新していく予定です。 Stable-diffusionをさくっとPCにインストールする方法はこちらの記事を参照してください。Stable-diffusionの拡張機能と「ControlNET」の実用的でわかりやすい使い方講座も連載中。第1回目（Shuffle機能）はこちら。画像からプロンプト用語を抜き出す「Tagger」機能についてはこちら。プロンプトの保存と、保存したプロンプト（Styles）を削除・編集する方法についてはこち
Why Figma Wins - kwokchain
Companies are a sequencing of loops. While it’s possible to stumble into an initial core loop that works, the companies that are successful in the long term are the ones that can repeatedly find the next loop. However, this evolution is poorly understood relative to its existential impact on a company’s trajectory. Figma is a prime example of sequencing loops. They’re now widely viewed as successf
Visiteurs depuis le 28/01/2019 : 1075 Connectés : 1 Record de connectés : 4 Go back 30 years and the DAW - Digital Audio Workstation - as we know it today simply didn’t exist. Sure, we had MIDI sequencing software, which could be used to trigger synths, samplers and the like, but the computer was just one part of a much wider music-making setup. As technology progressed, these sequencers became mo
To understand how radically gaming is about to be transformed by generative AI, look no further than this recent Twitter post by @emmanuel_2m. In this post he explores using Stable Diffusion + Dreambooth, popular 2D generative AI models, to generate images of potions for a hypothetical game. What’s transformative about this work is not just that it saves time and money while also delivering qualit
👋 Hey, Lenny here! Welcome to this month’s ✨ free edition ✨ of Lenny’s Newsletter. Each week I humbly tackle reader questions about product, growth, working with humans, and anything else that’s stressing you out about work. If you’re not a subscriber, here’s what you missed this month: Growth inflections How to be prepared for layoffs How Coda builds product Subscribe to get access to these post
Data Development
Ad-hoc Data Development Ad-hoc delivers a report or dashboard for one-time or limited use and it can also deliver a prototype, first iteration of a data solution that is not mature enough for a long-term, Trusted Data Solution yet. Ad-hoc development is performed when no existing data solution answers the questions being asked. Code developed for ad-hoc analysis for one-time or limited use is not
Modern Web Development on the JAMstack: Modern Techniques for Ultra Fast Sites and Web Applications
Really pause and think about how much time and effort web teams around the world have spent building and managing infrastructure. For many years, launching a site or web application has been as much about deploying complex server environments as it’s been about building actual application code. The cloud made provision- ing all these resources faster but no less complicated. The JAMstack was born
Mozilla's Vision of the Web
Firefox is no longer supported on macOS 10.14 and below. Please download Firefox ESR (Extended Support Release) to use Firefox. Mozilla’s vision for the evolution of the Web March 23, 2022 Mozilla's mission is to ensure that the Internet is a global public resource, open and accessible to all. We believe in an Internet that puts people first, where individuals can shape their own experience and ar
Changing Lanes: How Lyft is Migrating 100+ Frontend Microservices to Next.js
By Josh Callender and Andrew Hao IntroductionIn 2019, Lyft’s frontend architecture needed a reckoning. We were growing quickly as a company, and new teams were creating new software systems daily. At that point in time, we were generating new frontend services from a service generator template — complete with a copy of our bespoke, zero-config frontend build platform. Having such an easy means of
Counting Calories: How We Improved the Performance and Developer Experience of UberEats.com
Counting Calories: How We Improved the Performance and Developer Experience of UberEats.com At Uber Eats, we want ordering the food you crave at the touch of a button to be as easy as possible, whether on desktop or mobile. That’s why our engineering team spends a lot of time thinking about, building, and maintaining web applications for restaurants and customers. Uber Eats relies heavily on web-b
JavaScript: The Modern Parts
In the last few months, I have learned a lot about modern JavaScript and CSS development with a local toolchain powered by Node 8, Webpack 4, and Babel 7. As part of that, I am doing my second “re-introduction to JavaScript”. I first learned JS in 1998. Then relearned it from scratch in 2008, in the era of “The Good Parts”, Firebug, jQuery, IE6-compatibility, and eventually the then-fledgling Node
Translation available for Chinese | 中文 Greetings Rustaceans! We are happy to present the results of our fourth annual survey of our Rust community. Before we dig into the analysis, we want to give a big "thank you!" to all of the people who took the time to respond. You are vital to Rust continuing to improve year after year! Let's start by looking at the survey audience. Survey Audience The surve
Growing Neural Cellular Automata
Growing models were trained to generate patterns, but don't know how to persist them. Some patterns explode, some decay, but some happen to be almost stable or even regenerate parts! [experiment 1] Persistent models are trained to make the pattern stay for a prolonged period of time. Interstingly, they often develop some regenerative capabilities without being explicitly instructed to do so [exper
NIST Special Publication 800-207 Zero Trust Architecture Scott Rose Oliver Borchert Stu Mitchell Sean Connelly This publication is available free of charge from: https://doi.org/10.6028/NIST.SP.800-207 C O M P U T E R S E C U R I T Y NIST Special Publication 800-207 Zero Trust Architecture Scott Rose Oliver Borchert Advanced Network Technologies Division Information Technology Laboratory Stu Mitch
The writer/producer behind Perfume’s long run of hits is Yasutaka Nakata, a Japanese DJ and recording artist who has guided a-chan, NOCCHi and KASHIYUKA to the top of the charts. While compiling a critic’s list of the top 20 Perfume songs, Billboard spoke to Nakata and the three women who have sold out stadiums and sold millions of records in Asia. “When I started working with Perfume, I was alrea
Ruby's Roots and Matz's Leadership — Engineering Blog
I recently had the excellent fortune to be invited to a gathering at CookPad in Bristol, where Matz, Koichi, Yusuke Endoh (a.k.a. Mame) and Aaron Patterson all gave great talks about Ruby. I was especially interested in Matz’s first talk, which was about where he got inspiration for various Ruby features, and about how he leads the language - how and why new features are added to Ruby. You can fin
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A24: The Rise of a Cultural Conglomerate | The Generalist
Even with big ambitions, only a small percentage of startups make it. Mercury Raise is here to change that. Introducing the comprehensive founder success platform built to remove roadblocks at every step of the startup journey. Looking to fundraise? Get your pitch in front of hundreds of the right investors with Investor Connect. Craving the company of people who get it? Join our Slack community o
After 3+ years of breaking and rebuilding from the ground up, a complete core overhaul and a full engine rewrite, through 17 alphas, 17 betas and 6 release candidates, we’re thrilled to say: Welcome to the start of Godot 4! Time to reach new heights together. We’re extremely excited but most of all, we’re humbled by the experience. We believe that this project is one of the most incredible example
For more decade lists, see 100 Best Rap and R&B Albums of the 2010s. Touche Amore at Irving Plaza in 2017 (more by Wei Shi) Like most decades since the 1970s, the 2010s were a great decade for punk rock and its many offshoots. Some of the decade’s best punk records were very visible on a large scale, and many of the others took a little more digging, but they were there. It was the decade of the “
XDP for Game Programmers
I'm Glenn Fiedler and welcome to Más Bandwidth, my new blog at the intersection of game network programming and scalable backend engineering. What's this new blog about? Games with thousands of players. Virtual worlds. Performance in virtual spaces to an audience of millions. The Metaverse (no, not THAT metaverse, the real metaverse, sans blockchain). Overlay worlds in AR. Telepresence and remote
Technology Trends for 2024
What O’Reilly Learning Platform Usage Tells Us About Where the Industry Is Headed This has been a strange year. While we like to talk about how fast technology moves, internet time, and all that, in reality the last major new idea in software architecture was microservices, which dates to roughly 2015. Before that, cloud computing itself took off in roughly 2010 (AWS was founded in 2006); and Agil
1. Introduction § If you reach this page, you may be interested into this new category of Linux distributions labeled "immutable". In this category, one can find by age (oldest → youngest) NixOS, Guix, Endless OS, Fedora Silverblue, OpenSUSE MicroOS, Vanilla OS and many new to come. I will give examples of immutability implementation, then detail my thoughts about immutability, and why I think thi
See all posts in this series Table of Contents Intro Audience FreeBSD Tips for Linux People Software installation Text-based User Interfaces Tools Root access Setup and configuration Host (FreeBSD Hypervisor) Requirements VNC Client ZFS Storage Install and Configure Tools Tools Initialize CBSD Initialize CBSD the Quick Way Initialize CBSD the Long Way Enable pf Networking Load kernel modules Creat
More Emotional Intelligence Typically Means More Money - ReachExt K.K.
We all have heard about emotional intelligence or Emotional Quotient (EQ). No wonder. We’re all emotional and passionate people. That’s what makes us human. But here’s the deal: Some humans deal with everyday emotions better than others. Therefore, it is crucial to access emotions in one’s personal life, as much as it is in one’s professional life. Although it’s considered that the workplace is a
The 'eu' in eucatastrophe – Why SciPy builds for Python 3.12 on Windows are a minor miracle
This matrix would be a lot larger if it included historical OSes and less common architectures, where support with the respective compiler was often in a 1:1 relationship (i.e. that combination would cover a single cell in the matrix). The matrix also does not cover which programming languages a given compiler is able to process, but for simplicity, you can picture C/C++ here. Of course, GCC remai
MLOps is Mostly Data Engineering Introduction MLOps is a relatively recent term. A quick search on Google Trends reveals that the term started being searched for, around the end of 2019. Upon examining the trend line above, we can observe a significant spike that occurred at the end of 2021. Since then, the interest has remained high. ML is not something new though, if we check Google Trends for t
#Tapping The Sign I am getting frustrated by the number of people calling any HTTP-based interface a REST API. Today’s example is the SocialSite REST API. That is RPC. It screams RPC. There is so much coupling on display that it should be given an X rating. What needs to be done to make the REST architectural style clear on the notion that hypertext is a constraint? In other words, if the engine o
Sheep herd pastures at the mountains near Khinalig village, Quba region, Azerbaijan. (Oleksandr Rupeta/NurPhoto via Getty Images) A few weeks ago, my friend Abigail Shrier—who you surely remember from this essay or this investigation—was invited to give a speech at Princeton. Abigail is the author of “Irreversible Damage: The Transgender Craze Seducing Our Daughters,” a bestselling book that, for
What Does A Certified Scrum Master Do - bankinglasopa
Software developmentCore activitiesParadigms and modelsMethodologies and frameworksSupporting disciplinesPracticesToolsStandards and Bodies of KnowledgeGlossariesWho is best suited to become a certified Scrum Master? Scrum Master training is designed to provide students with a strong foundation in Scrum, as well as the necessary people skills to make it successful in organizations. What is a Scrum
Creative writing by OpenAI’s GPT-3 model, demonstrating poetry, dialogue, puns, literary parodies, and storytelling. Plus advice on effective GPT-3 prompt programming & avoiding common errors. I continue my AI poetry generation experiments with OpenAI’s GPT-3 (released mid-2020), which is 116× larger, and much more powerful, than the 2019 GPT-2. GPT-3, however, is not merely a quantitative tweak y
We built the fastest CI in the world. It failed. Here's what we learned
TLDR We are shutting down Earthly CI. We are doubling down on Earthly’s core strengths of local builds and reproducibility. We are recentering around Earthly and Earthly Satellites. The Fastest CI Imagine you live in a world where no part of the build has to repeat unless the changes actually impacted it. A world in which all builds happened with automatic parallelism. A world in which you could r
Exploring 2.5 Reasons People Embrace GraphQL in 2024, and the Caveats Behind Its Non-Adoption
In my day-to-day work, I interact with medium-sized companies like SoundTrackYourBrand (Spotify for Business), TailorTech (Headless ERP) or TravelPass (Travel Management Platform) as well as larger companies like Uber, Ebay, Equinix, Crypto.com and many others. At the same time, I'm also interacting with a lot of people on Twitter, Reddit, and other platforms. What I've noticed is that there seems
Beyond Default Settings: Evaluating the Security of Kubernetes and Cloud Native Environments
Transcript Losio: In this session, we are going to be chatting about the security of a Kubernetes and cloud native environment. I would like to give a couple of words about today's topic, security of Kubernetes and cloud native environment. With the advent and rapid evolution of cloud-based solutions, Kubernetes, I think, is the dominant force at the moment in orchestrating containerized applicati
Overview A. Math Review 1. Tensors and Shapes B. Machine Learning 2. Introduction to Machine Learning 3. Regression & Model Assessment 4. Classification 5. Kernel Learning C. Deep Learning 6. Deep Learning Overview 7. Standard Layers 8. Graph Neural Networks 9. Input Data & Equivariances 10. Equivariant Neural Networks 11. Explaining Predictions 12. Attention Layers 13. Deep Learning on Sequences
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A Guide to Secrets Management with GitOps and Kubernetes
The 100 Most Influential Sequences in Animation History
Great Selection For Mac - coachgirlgema
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Perfume’s 20 Best Songs: Critic’s Picks
HuggingFaceFW/fineweb · Datasets at Hugging Face
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Godot 4.0 sets sail: All aboard for new horizons
100 Best Punk & Emo Albums of the 2010s
Solene'% : Introduction to immutable Linux systems
Fun with FreeBSD: Your First Linux Guest
MLOps is Mostly Data Engineering.
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Abigail Shrier on Freedom in an Age of Fear
GPT-3 Creative Fiction · Gwern.net
Overview — deep learning for molecules & materials