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Structure Your Prompts","Lists","Learning resources","3D","MSTH (Thailand)","Datasets","Beyond DRL — Workload Analysis \u0026 Characterization","Free-to-Play Games","What We're Looking For","Updated this week"],"readme":"\u003cdiv align=\"center\"\u003e\n\t\u003cimg width=\"500\" height=\"350\" src=\"media/logo.svg\" alt=\"Awesome\"\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cdiv\u003e\n\t\t\u003csub\u003eCheck out my macOS app\u003c/sub\u003e\n\t\t\u003cbr\u003e\n\t\t\u003ch2\u003e\n\t\t\t\u003ca href=\"https://sindresorhus.com/supercharge\"\u003eSupercharge\u003c/a\u003e\n\t\t\t\u003cbr\u003e\n\t\t\t\u003csup\u003eElevate your Mac experience\u003c/sup\u003e\n\t\t\u003c/h2\u003e\n\t\u003c/div\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003chr\u003e\n\t\u003cp\u003e\n\t\t\u003csup\u003e\n\t\t\t\u003ca href=\"https://github.com/sponsors/sindresorhus\"\u003eMy open source work is supported by the community\u003c/a\u003e\n\t\t\u003c/sup\u003e\n\t\u003c/p\u003e\n\t\u003cp\u003e\n\t\t\u003csup\u003eSpecial thanks to:\u003c/sup\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003ca href=\"https://nitric.io/?utm_campaign=github_repo\u0026utm_medium=referral\u0026utm_content=sindresorhus\u0026utm_source=github\"\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003cimg width=\"230\" src=\"https://sindresorhus.com/assets/thanks/nitric-logo.svg\" alt=\"nitric logo\"\u003e\n\t\t\t\u003c/div\u003e\n\t\t\t\u003cb\u003eEffortless backends with infrastructure from code\u003c/b\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003csup\u003eAn open-source framework that supports any programming language, cloud provider, or deployment automation tool.\u003c/sup\u003e\n\t\t\t\u003c/div\u003e\n\t\t\u003c/a\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003ch3\u003e\n\t\t\t\u003ca href=\"https://ref.wisprflow.ai/VjA6dYR\"\u003eWispr Flow\u003c/a\u003e\n\t\t\u003c/h3\u003e\n\t\t\u003ca href=\"https://ref.wisprflow.ai/VjA6dYR\"\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003cimg width=\"150\" src=\"https://sindresorhus.com/assets/thanks/flow-logo.svg\" alt=\"Wispr Flow logo\"\u003e\n\t\t\t\u003c/div\u003e\n\t\t\t\u003cb\u003eTalk to code, stay in the Flow.\u003c/b\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003csup\u003eFlow is built for devs who live in their tools. Speak and give more context, get better results.\u003c/sup\u003e\n\t\t\t\u003c/div\u003e\n\t\t\u003c/a\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003ca href=\"https://depot.dev?utm_source=github\u0026utm_medium=sindresorhus\"\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003cpicture\u003e\n\t\t\t\t\t\u003csource width=\"180\" media=\"(prefers-color-scheme: dark)\" srcset=\"https://sindresorhus.com/assets/thanks/depot-logo-dark.svg\"\u003e\n\t\t\t\t\t\u003csource width=\"180\" media=\"(prefers-color-scheme: light)\" srcset=\"https://sindresorhus.com/assets/thanks/depot-logo-light.svg\"\u003e\n\t\t\t\t\t\u003cimg width=\"180\" src=\"https://sindresorhus.com/assets/thanks/depot-logo-light.svg\" alt=\"Depot logo\"\u003e\n\t\t\t\t\u003c/picture\u003e\n\t\t\t\u003c/div\u003e\n\t\t\t\u003cb\u003eFast remote container builds and GitHub Actions runners.\u003c/b\u003e\n\t\t\u003c/a\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003ca href=\"https://circleback.ai?utm_source=sindresorhus\u0026utm_medium=sponsorship\u0026utm_campaign=awesome-list\u0026utm_id=awesome\"\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003cimg width=\"340\" src=\"https://sindresorhus.com/assets/thanks/circleback-logo.png?x\" alt=\"Circleback logo\"\u003e\n\t\t\t\u003c/div\u003e\n\t\t\t\u003cb\u003eGet the most out of every conversation.\u003c/b\u003e\n\t\t\t\u003cdiv\u003e\n\t\t\t\t\u003csup\u003eAI-powered meeting notes, automations, and search. Give AI agents the context they need to get things done.\u003c/sup\u003e\n\t\t\t\u003c/div\u003e\n\t\t\u003c/a\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\t\u003cbr\u003e\n\t\u003c/p\u003e\n\t\u003chr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\t\u003cbr\u003e\n\u003c/div\u003e\n\u003cp align=\"center\"\u003e\n\t\u003ca href=\"awesome.md\"\u003eWhat is an awesome list?\u003c/a\u003e\u0026nbsp;\u0026nbsp;\u0026nbsp;\n\t\u003ca href=\"contributing.md\"\u003eContribution guide\u003c/a\u003e\u0026nbsp;\u0026nbsp;\u0026nbsp;\n\t\u003ca href=\"create-list.md\"\u003eCreating a list\u003c/a\u003e\u0026nbsp;\u0026nbsp;\u0026nbsp;\n\t\u003ca href=\"https://twitter.com/awesome__re\"\u003eTwitter\u003c/a\u003e\u0026nbsp;\u0026nbsp;\u0026nbsp;\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cp align=\"center\"\u003e\n\tJust type \u003ca href=\"https://awesome.re\"\u003e\u003ccode\u003eawesome.re\u003c/code\u003e\u003c/a\u003e to go here. Check out my \u003ca href=\"https://sindresorhus.com/apps\"\u003eapps\u003c/a\u003e and follow me on \u003ca href=\"https://twitter.com/sindresorhus\"\u003eTwitter\u003c/a\u003e.\n\u003c/p\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\n## Contents\n\n- [Platforms](#platforms)\n- [Programming Languages](#programming-languages)\n- [Front-End Development](#front-end-development)\n- [Back-End Development](#back-end-development)\n- [Computer Science](#computer-science)\n- [Big Data](#big-data)\n- [Theory](#theory)\n- [Books](#books)\n- [Editors](#editors)\n- [Gaming](#gaming)\n- [Development Environment](#development-environment)\n- [Entertainment](#entertainment)\n- [Databases](#databases)\n- [Media](#media)\n- [Learn](#learn)\n- [Security](#security)\n- [Content Management Systems](#content-management-systems)\n- [Hardware](#hardware)\n- [Business](#business)\n- [Work](#work)\n- [Networking](#networking)\n- [Decentralized Systems](#decentralized-systems)\n- [Health and Social Science](#health-and-social-science)\n- [Events](#events)\n- [Testing](#testing)\n- [Miscellaneous](#miscellaneous)\n- [Related](#related)\n\n## Platforms\n\n- [Node.js](https://github.com/sindresorhus/awesome-nodejs#readme) - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.\n\t- [Cross-Platform](https://github.com/bcoe/awesome-cross-platform-nodejs#readme) - Writing cross-platform code on Node.js.\n- [Frontend Development](https://github.com/dypsilon/frontend-dev-bookmarks#readme)\n- [iOS](https://github.com/vsouza/awesome-ios#readme) - Mobile operating system for Apple phones and tablets.\n- [Android](https://github.com/JStumpp/awesome-android#readme) - Mobile operating system developed by Google.\n- [IoT \u0026 Hybrid Apps](https://github.com/weblancaster/awesome-IoT-hybrid#readme)\n- [Electron](https://github.com/sindresorhus/awesome-electron#readme) - Cross-platform native desktop apps using JavaScript/HTML/CSS.\n- [Cordova](https://github.com/busterc/awesome-cordova#readme) - JavaScript API for hybrid apps.\n- [React Native](https://github.com/jondot/awesome-react-native#readme) - JavaScript framework for writing natively rendering mobile apps for iOS and Android.\n- [Xamarin](https://github.com/XamSome/awesome-xamarin#readme) - Mobile app development IDE, testing, and distribution.\n- [Linux](https://github.com/inputsh/awesome-linux#readme)\n\t- [Containers](https://github.com/Friz-zy/awesome-linux-containers#readme)\n\t- [eBPF](https://github.com/zoidbergwill/awesome-ebpf#readme) - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.\n\t- [Arch-based Projects](https://github.com/PandaFoss/Awesome-Arch#readme) - Linux distributions and projects based on Arch Linux.\n\t- [AppImage](https://github.com/AppImage/awesome-appimage#readme) - Package apps in a single file that works on various mainstream Linux distributions.\n\t- [Omarchy](https://github.com/aorumbayev/awesome-omarchy#readme) - Opinionated Arch Linux and Hyprland desktop environment from the creator of Ruby on Rails.\n- macOS - Operating system for Apple's Mac computers.\n\t- [Screensavers](https://github.com/agarrharr/awesome-macos-screensavers#readme)\n\t- [Apps](https://github.com/jaywcjlove/awesome-mac#readme)\n\t- [Open Source Apps](https://github.com/serhii-londar/open-source-mac-os-apps#readme)\n- [watchOS](https://github.com/yenchenlin/awesome-watchos#readme) - Operating system for the Apple Watch.\n- [JVM](https://github.com/deephacks/awesome-jvm#readme)\n- [Salesforce](https://github.com/mailtoharshit/awesome-salesforce#readme)\n- [Amazon Web Services](https://github.com/donnemartin/awesome-aws#readme)\n- [Windows](https://github.com/0pandadev/awesome-windows#readme) - Consumer desktop operating system.\n\t- [PowerToys Run Plugins](https://github.com/hlaueriksson/awesome-powertoys-run-plugins#readme) - Community plugins for the Windows quick launcher.\n- [IPFS](https://github.com/ipfs/awesome-ipfs#readme) - P2P hypermedia protocol.\n- [Fuse](https://github.com/fuse-compound/awesome-fuse#readme) - Mobile development tools.\n- [Heroku](https://github.com/ianstormtaylor/awesome-heroku#readme) - Cloud platform as a service.\n- [Raspberry Pi](https://github.com/thibmaek/awesome-raspberry-pi#readme) - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.\n- [Qt](https://github.com/JesseTG/awesome-qt#readme) - Cross-platform GUI app framework.\n- [WebExtensions](https://github.com/fregante/Awesome-WebExtensions#readme) - Cross-browser extension system.\n- [Smart TV](https://github.com/vitalets/awesome-smart-tv#readme) - Create apps for different TV platforms.\n- [GNOME](https://github.com/Kazhnuz/awesome-gnome#readme) - Simple and distraction-free desktop environment for Linux.\n- [KDE](https://github.com/francoism90/awesome-kde#readme) - A free software community dedicated to creating an open and user-friendly computing experience.\n- [.NET](https://github.com/quozd/awesome-dotnet#readme)\n\t- [Core](https://github.com/thangchung/awesome-dotnet-core#readme)\n\t- [Roslyn](https://github.com/ironcev/awesome-roslyn#readme) - Open-source compilers and code analysis APIs for C# and VB.NET languages.\n- [Amazon Alexa](https://github.com/miguelmota/awesome-amazon-alexa#readme) - Virtual home assistant.\n- [DigitalOcean](https://github.com/jonleibowitz/awesome-digitalocean#readme) - Cloud computing platform designed for developers.\n- [Flutter](https://github.com/Solido/awesome-flutter#readme) - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.\n- [Home Assistant](https://github.com/frenck/awesome-home-assistant#readme) - Open source home automation that puts local control and privacy first.\n- [IBM Cloud](https://github.com/victorshinya/awesome-ibmcloud#readme) - Cloud platform for developers and companies.\n- [Firebase](https://github.com/jthegedus/awesome-firebase#readme) - App development platform built on Google Cloud.\n- [Robot Operating System 2.0](https://github.com/fkromer/awesome-ros2#readme) - Set of software libraries and tools that help you build robot apps.\n- [Adafruit IO](https://github.com/adafruit/awesome-adafruitio#readme) - Visualize and store data from any device.\n- [Cloudflare](https://github.com/irazasyed/awesome-cloudflare#readme) - CDN, DNS, DDoS protection, and security for your site.\n- [Actions on Google](https://github.com/ravirupareliya/awesome-actions-on-google#readme) - Developer platform for Google Assistant.\n- [ESP](https://github.com/agucova/awesome-esp#readme) - Low-cost microcontrollers with WiFi and broad IoT applications.\n- [Deno](https://github.com/denolib/awesome-deno#readme) - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.\n- [DOS](https://github.com/balintkissdev/awesome-dos#readme) - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.\n- [Nix](https://github.com/nix-community/awesome-nix#readme) - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.\n- [Integration](https://github.com/stn1slv/awesome-integration#readme) - Linking together different IT systems (components) to functionally cooperate as a whole.\n- [Node-RED](https://github.com/naimo84/awesome-nodered#readme) - A programming tool for wiring together hardware devices, APIs, and online services.\n- [Low Code](https://github.com/zenitysec/awesome-low-code#readme) - Allowing business professionals to address their needs on their own with little to no coding skills.\n- [Capacitor](https://github.com/riderx/awesome-capacitor#readme) - Cross-platform open source runtime for building Web Native apps.\n- [ArcGIS Developer](https://github.com/Esri/awesome-arcgis-developer#readme) - Mapping and location analysis platform for developers.\n- [Bluetooth Low Energy](https://github.com/dotintent/awesome-ble#readme) - Low-power wireless communication protocol ideal for IoT, wearables, and other battery-powered applications.\n- [Uno Platform](https://github.com/MartinZikmund/awesome-uno-platform#readme) - Open-source .NET UI platform for building cross-platform apps.\n- [Google Cloud](https://github.com/GoogleCloudPlatform/awesome-google-cloud#readme) - Cloud computing services by Google.\n- [Firebase Genkit](https://github.com/xavidop/awesome-firebase-genkit#readme) - An open-source framework for building AI-powered apps and features.\n- [Backstage](https://github.com/shano/awesome-backstage#readme) - Open-source platform for building Internal Developer Portals that unify tools and workflows.\n\n## Programming Languages\n\n- [JavaScript](https://github.com/sorrycc/awesome-javascript#readme)\n\t- [Promises](https://github.com/wbinnssmith/awesome-promises#readme)\n\t- [Standard Style](https://github.com/standard/awesome-standard#readme) - Style guide and linter.\n\t- [Must Watch Talks](https://github.com/bolshchikov/js-must-watch#readme)\n\t- [Tips](https://github.com/loverajoel/jstips#readme)\n\t- [Network Layer](https://github.com/Kikobeats/awesome-network-js#readme)\n\t- [Micro npm Packages](https://github.com/parro-it/awesome-micro-npm-packages#readme)\n\t- [Mad Science npm Packages](https://github.com/feross/awesome-mad-science#readme) - Impossible sounding projects that exist.\n\t- [Maintenance Modules](https://github.com/maxogden/maintenance-modules#readme) - For npm packages.\n\t- [npm](https://github.com/sindresorhus/awesome-npm#readme) - Package manager.\n\t- [AVA](https://github.com/avajs/awesome-ava#readme) - Test runner.\n\t- [ESLint](https://github.com/dustinspecker/awesome-eslint#readme) - Linter.\n\t- [Functional Programming](https://github.com/stoeffel/awesome-fp-js#readme)\n\t- [Observables](https://github.com/sindresorhus/awesome-observables#readme)\n\t- [npm scripts](https://github.com/RyanZim/awesome-npm-scripts#readme) - Task runner.\n\t- [30 Seconds of Code](https://github.com/30-seconds/30-seconds-of-code#readme) - Code snippets you can understand in 30 seconds.\n\t- [Ponyfills](https://github.com/Richienb/awesome-ponyfills#readme) - Like polyfills but without overriding native APIs.\n- [Swift](https://github.com/matteocrippa/awesome-swift#readme) - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.\n\t- [Education](https://github.com/hsavit1/Awesome-Swift-Education#readme)\n\t- [Playgrounds](https://github.com/uraimo/Awesome-Swift-Playgrounds#readme)\n- [Python](https://github.com/vinta/awesome-python#readme) - General-purpose programming language designed for readability.\n\t- [Asyncio](https://github.com/timofurrer/awesome-asyncio#readme) - Asynchronous I/O in Python 3.\n\t- [Scientific Audio](https://github.com/faroit/awesome-python-scientific-audio#readme) - Scientific research in audio/music.\n\t- [CircuitPython](https://github.com/adafruit/awesome-circuitpython#readme) - A version of Python for microcontrollers.\n\t- [Data Science](https://github.com/krzjoa/awesome-python-data-science#readme) - Data analysis and machine learning.\n\t- [Typing](https://github.com/typeddjango/awesome-python-typing#readme) - Optional static typing for Python.\n\t- [MicroPython](https://github.com/mcauser/awesome-micropython#readme) - A lean and efficient implementation of Python 3 for microcontrollers.\n- [Rust](https://github.com/rust-unofficial/awesome-rust#readme)\n\t- [Pest](https://github.com/pest-parser/awesome-pest#readme) - Parser generator.\n- [Haskell](https://github.com/krispo/awesome-haskell#readme)\n- [PureScript](https://github.com/passy/awesome-purescript#readme)\n- [Go](https://github.com/avelino/awesome-go#readme)\n- [Scala](https://github.com/lauris/awesome-scala#readme)\n\t- [Scala Native](https://github.com/tindzk/awesome-scala-native#readme) - Optimizing ahead-of-time compiler for Scala based on LLVM.\n- [Ruby](https://github.com/markets/awesome-ruby#readme)\n- [Clojure](https://github.com/razum2um/awesome-clojure#readme)\n- [ClojureScript](https://github.com/hantuzun/awesome-clojurescript#readme)\n- [Elixir](https://github.com/h4cc/awesome-elixir#readme)\n- [Elm](https://github.com/sporto/awesome-elm#readme)\n- [Erlang](https://github.com/drobakowski/awesome-erlang#readme)\n- [Julia](https://github.com/svaksha/Julia.jl#readme) - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.\n- [Lua](https://github.com/LewisJEllis/awesome-lua#readme)\n- [C](https://github.com/inputsh/awesome-c#readme)\n- [C/C++](https://github.com/fffaraz/awesome-cpp#readme) - General-purpose language with a bias toward system programming and embedded, resource-constrained software.\n- [R](https://github.com/qinwf/awesome-R#readme) - Functional programming language and environment for statistical computing and graphics.\n\t- [Learning](https://github.com/iamericfletcher/awesome-r-learning-resources#readme)\n- [D](https://github.com/dlang-community/awesome-d#readme)\n- [Common Lisp](https://github.com/CodyReichert/awesome-cl#readme) - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.\n\t- [Learning](https://github.com/GustavBertram/awesome-common-lisp-learning#readme)\n- [Perl](https://github.com/hachiojipm/awesome-perl#readme)\n- [Groovy](https://github.com/kdabir/awesome-groovy#readme)\n- [Dart](https://github.com/yissachar/awesome-dart#readme)\n- [Java](https://github.com/akullpp/awesome-java#readme) - Popular secure object-oriented language designed for flexibility to \"write once, run anywhere\".\n\t- [RxJava](https://github.com/eleventigers/awesome-rxjava#readme)\n \t- [J2ME](https://github.com/hstsethi/awesome-j2me#readme) - Java specification designed for old keypad phones and PDAs.\n- [Kotlin](https://github.com/KotlinBy/awesome-kotlin#readme)\n- [OCaml](https://github.com/ocaml-community/awesome-ocaml#readme)\n- [ColdFusion](https://github.com/seancoyne/awesome-coldfusion#readme)\n- [Fortran](https://github.com/rabbiabram/awesome-fortran#readme)\n- [PHP](https://github.com/ziadoz/awesome-php#readme) - Server-side scripting language.\n\t- [Composer](https://github.com/jakoch/awesome-composer#readme) - Package manager.\n- [Pascal](https://github.com/Fr0sT-Brutal/awesome-pascal#readme)\n- [AutoHotkey](https://github.com/ahkscript/awesome-AutoHotkey#readme)\n- [AutoIt](https://github.com/J2TeaM/awesome-AutoIt#readme)\n- [Crystal](https://github.com/veelenga/awesome-crystal#readme)\n- [Frege](https://github.com/sfischer13/awesome-frege#readme) - Haskell for the JVM.\n- [CMake](https://github.com/onqtam/awesome-cmake#readme) - Build, test, and package software.\n- [ActionScript 3](https://github.com/robinrodricks/awesome-actionscript3#readme) - Object-oriented language targeting Adobe AIR.\n- [Eta](https://github.com/sfischer13/awesome-eta#readme) - Functional programming language for the JVM.\n- [Idris](https://github.com/joaomilho/awesome-idris#readme) - General purpose pure functional programming language with dependent types influenced by Haskell and ML.\n- [Ada/SPARK](https://github.com/ohenley/awesome-ada#readme) - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.\n- [Q#](https://github.com/ebraminio/awesome-qsharp#readme) - Domain-specific programming language used for expressing quantum algorithms.\n- [Imba](https://github.com/koolamusic/awesome-imba#readme) - Programming language inspired by Ruby and Python and compiles to performant JavaScript.\n- [Vala](https://github.com/desiderantes/awesome-vala#readme) - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.\n- [Coq](https://github.com/coq-community/awesome-coq#readme) - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.\n- [V](https://github.com/vlang/awesome-v#readme) - Simple, fast, safe, compiled language for developing maintainable software.\n- [Move](https://github.com/MystenLabs/awesome-move#readme) - Domain-specific programming language for writing safe smart contracts.\n- [Esolangs](https://github.com/angrykoala/awesome-esolangs#readme) - Programming languages designed for experimentation or as jokes rather than actual use.\n- [VBA](https://github.com/sancarn/awesome-vba#readme) - An event-driven version of Visual Basic 6.0 built into most Microsoft Office apps for automation and scripting.\n- [F#](https://github.com/fsprojects/awesome-fsharp#readme) - A .NET-based language with focus on functional programming.\n\n\u003cbr\u003e\n\u003chr\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003ca href=\"https://vshymanskyy.github.io/StandWithUkraine\"\u003e\n\t\u003cimg src=\"https://raw.githubusercontent.com/vshymanskyy/StandWithUkraine/main/banner2-direct.svg\"\u003e\n\u003c/a\u003e\n\u003cbr\u003e\n\u003cbr\u003e\n\u003chr\u003e\n\u003cbr\u003e\n\n## Front-End Development\n\n- [ES6 Tools](https://github.com/addyosmani/es6-tools#readme)\n- [Web Performance Optimization](https://github.com/davidsonfellipe/awesome-wpo#readme)\n- [Web Tools](https://github.com/lvwzhen/tools#readme)\n- [CSS](https://github.com/awesome-css-group/awesome-css#readme) - Style sheet language that specifies how HTML elements are displayed on screen.\n\t- [Critical-Path Tools](https://github.com/addyosmani/critical-path-css-tools#readme)\n\t- [Scalability](https://github.com/davidtheclark/scalable-css-reading-list#readme)\n\t- [Must-Watch Talks](https://github.com/AllThingsSmitty/must-watch-css#readme)\n\t- [Protips](https://github.com/AllThingsSmitty/css-protips#readme)\n\t- [Frameworks](https://github.com/troxler/awesome-css-frameworks#readme)\n- [React](https://github.com/enaqx/awesome-react#readme) - JavaScript library for building user interfaces.\n\t- [Relay](https://github.com/expede/awesome-relay#readme) - Framework for building data-driven React apps.\n\t- [React Hooks](https://github.com/glauberfc/awesome-react-hooks#readme) - Lets you use state and other React features without writing a class.\n- [Web Components](https://github.com/web-padawan/awesome-web-components#readme)\n- [Polymer](https://github.com/Granze/awesome-polymer#readme) - JavaScript library to develop Web Components.\n- [Angular](https://github.com/PatrickJS/awesome-angular#readme) - App framework.\n- [Backbone](https://github.com/sadcitizen/awesome-backbone#readme) - App framework.\n- [HTML5](https://github.com/diegocard/awesome-html5#readme) - Markup language used for websites \u0026 web apps.\n- [SVG](https://github.com/willianjusten/awesome-svg#readme) - XML-based vector image format.\n- [Canvas](https://github.com/raphamorim/awesome-canvas#readme)\n- [KnockoutJS](https://github.com/dnbard/awesome-knockout#readme) - JavaScript library.\n- [Dojo Toolkit](https://github.com/petk/awesome-dojo#readme) - JavaScript toolkit.\n- [Inspiration](https://github.com/NoahBuscher/Inspire#readme)\n- [Ember](https://github.com/ember-community-russia/awesome-ember#readme) - App framework.\n- [Android UI](https://github.com/wasabeef/awesome-android-ui#readme)\n- [iOS UI](https://github.com/cjwirth/awesome-ios-ui#readme)\n- [Meteor](https://github.com/Urigo/awesome-meteor#readme)\n- [BEM](https://github.com/sturobson/BEM-resources#readme)\n- [Flexbox](https://github.com/afonsopacifer/awesome-flexbox#readme)\n- [Web Typography](https://github.com/deanhume/typography#readme)\n- [Web Accessibility](https://github.com/brunopulis/awesome-a11y#readme)\n- [Material Design](https://github.com/sachin1092/awesome-material#readme)\n- [D3](https://github.com/wbkd/awesome-d3#readme) - Library for producing dynamic, interactive data visualizations.\n- [Emails](https://github.com/jonathandion/awesome-emails#readme)\n- [jQuery](https://github.com/petk/awesome-jquery#readme) - Easy to use JavaScript library for DOM manipulation.\n\t- [Tips](https://github.com/AllThingsSmitty/jquery-tips-everyone-should-know#readme)\n- [Web Audio](https://github.com/notthetup/awesome-webaudio#readme)\n- [Offline-First](https://github.com/pazguille/offline-first#readme)\n- [Static Website Services](https://github.com/agarrharr/awesome-static-website-services#readme)\n- [Cycle.js](https://github.com/cyclejs-community/awesome-cyclejs#readme) - Functional and reactive JavaScript framework.\n- [Text Editing](https://github.com/dok/awesome-text-editing#readme)\n- [Motion UI Design](https://github.com/fliptheweb/motion-ui-design#readme)\n- [Vue.js](https://github.com/vuejs/awesome-vue#readme) - App framework.\n- [Marionette.js](https://github.com/sadcitizen/awesome-marionette#readme) - App framework.\n- [Aurelia](https://github.com/aurelia-contrib/awesome-aurelia#readme) - App framework.\n- [Charting](https://github.com/zingchart/awesome-charting#readme)\n- [Ionic Framework](https://github.com/candelibas/awesome-ionic#readme)\n- [Chrome DevTools](https://github.com/ChromeDevTools/awesome-chrome-devtools#readme)\n- [PostCSS](https://github.com/jdrgomes/awesome-postcss#readme) - CSS tool.\n- [Draft.js](https://github.com/nikgraf/awesome-draft-js#readme) - Rich text editor framework for React.\n- [Service Workers](https://github.com/TalAter/awesome-service-workers#readme)\n- [Progressive Web Apps](https://github.com/TalAter/awesome-progressive-web-apps#readme)\n- [choo](https://github.com/choojs/awesome-choo#readme) - App framework.\n- [Redux](https://github.com/brillout/awesome-redux#readme) - State container for JavaScript apps.\n- [Browserify](https://github.com/browserify/awesome-browserify#readme) - Module bundler.\n- [Sass](https://github.com/Famolus/awesome-sass#readme) - CSS preprocessor.\n- [Ant Design](https://github.com/websemantics/awesome-ant-design#readme) - Enterprise-class UI design language.\n- [Less](https://github.com/LucasBassetti/awesome-less#readme) - CSS preprocessor.\n- [WebGL](https://github.com/sjfricke/awesome-webgl#readme) - JavaScript API for rendering 3D graphics.\n- [Preact](https://github.com/preactjs/awesome-preact#readme) - App framework.\n- [Progressive Enhancement](https://github.com/jbmoelker/progressive-enhancement-resources#readme)\n- [Next.js](https://github.com/unicodeveloper/awesome-nextjs#readme) - Framework for server-rendered React apps.\n- [lit](https://github.com/web-padawan/awesome-lit#readme) - Library for building web components with a declarative template system.\n- [JAMstack](https://github.com/automata/awesome-jamstack#readme) - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.\n- [WordPress-Gatsby](https://github.com/henrikwirth/awesome-wordpress-gatsby#readme) - Web development technology stack with WordPress as a back end and Gatsby as a front end.\n- [Mobile Web Development](https://github.com/myshov/awesome-mobile-web-development#readme) - Creating a great mobile web experience.\n- [Storybook](https://github.com/lauthieb/awesome-storybook#readme) - Development environment for UI components.\n- [Blazor](https://github.com/AdrienTorris/awesome-blazor#readme) - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.\n- [PageSpeed Metrics](https://github.com/csabapalfi/awesome-pagespeed-metrics#readme) - Metrics to help understand page speed and user experience.\n- [Tailwind CSS](https://github.com/aniftyco/awesome-tailwindcss#readme) - Utility-first CSS framework for rapid UI development.\n- [Seed](https://github.com/seed-rs/awesome-seed-rs#readme) - Rust framework for creating web apps running in WebAssembly.\n- [Web Performance Budget](https://github.com/pajaydev/awesome-web-performance-budget#readme) - Techniques to ensure certain performance metrics for a website.\n- [Web Animation](https://github.com/sergey-pimenov/awesome-web-animation#readme) - Animations in the browser with JavaScript, CSS, SVG, etc.\n- [Yew](https://github.com/jetli/awesome-yew#readme) - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.\n- [Material-UI](https://github.com/nadunindunil/awesome-material-ui#readme) - Material Design React components for faster and easier web development.\n- [Building Blocks for Web Apps](https://github.com/componently-com/awesome-building-blocks-for-web-apps#readme) - Standalone features to be integrated into web apps.\n- [Svelte](https://github.com/TheComputerM/awesome-svelte#readme) - App framework.\n- [Design systems](https://github.com/klaufel/awesome-design-systems#readme) - Collection of reusable components, guided by rules that ensure consistency and speed.\n- [Inertia.js](https://github.com/innocenzi/awesome-inertiajs#readme) - Make single-page apps without building an API.\n- [MDBootstrap](https://github.com/mdbootstrap/awesome-mdbootstrap#readme) - Templates, layouts, components, and widgets to rapidly build websites.\n- [Master CSS](https://github.com/master-co/awesome-master-css#readme) - A virtual CSS language with enhanced syntax.\n- [Hydrogen](https://github.com/shopify/awesome-hydrogen#readme) - Edge-first framework for building Shopify storefronts with React.\n- [Tiny JS](https://github.com/thoughtspile/awesome-tiny-js#readme) - Frontend libraries that fit into 2 kB with dependencies.\n- [Frontend GIS](https://github.com/joewdavies/awesome-frontend-gis#readme) - Geographic Information Systems (GIS) for web browsers.\n- [WebGPU](https://github.com/mikbry/awesome-webgpu#readme) - JavaScript API for rendering and compute on GPUs.\n- [WebAssembly](https://github.com/idematos/awesome-webassembly#readme) - A portable binary format for running code efficiently across platforms.\n\n## Back-End Development\n\n- [Flask](https://github.com/mjhea0/awesome-flask#readme) - Python framework.\n- [Docker](https://github.com/veggiemonk/awesome-docker#readme)\n- [Vagrant](https://github.com/iJackUA/awesome-vagrant#readme) - Automation virtual machine environment.\n- [Pyramid](https://github.com/uralbash/awesome-pyramid#readme) - Python framework.\n- [Play1 Framework](https://github.com/PerfectCarl/awesome-play1#readme)\n- [CakePHP](https://github.com/friendsofcake/awesome-cakephp#readme) - PHP framework.\n- [Symfony](https://github.com/sitepoint-editors/awesome-symfony#readme) - PHP framework.\n\t- [Education](https://github.com/pehapkari/awesome-symfony-education#readme)\n- [Laravel](https://github.com/chiraggude/awesome-laravel#readme) - PHP framework.\n\t- [Education](https://github.com/fukuball/Awesome-Laravel-Education#readme)\n\t- [TALL Stack](https://github.com/livewire/awesome-tall-stack#readme) - Full-stack development solution featuring libraries built by the Laravel community.\n- [Rails](https://github.com/gramantin/awesome-rails#readme) - Web app framework for Ruby.\n\t- [Gems](https://github.com/hothero/awesome-rails-gem#readme) - Packages.\n- [Phalcon](https://github.com/phalcon/awesome-phalcon#readme) - PHP framework.\n- [Useful `.htaccess` Snippets](https://github.com/phanan/htaccess#readme)\n- [nginx](https://github.com/fcambus/nginx-resources#readme) - Web server.\n- [Dropwizard](https://github.com/stve/awesome-dropwizard#readme) - Java framework.\n- [Kubernetes](https://github.com/ramitsurana/awesome-kubernetes#readme) - Open-source platform that automates Linux container operations.\n- [Lumen](https://github.com/unicodeveloper/awesome-lumen#readme) - PHP micro-framework.\n- [Serverless Framework](https://github.com/pmuens/awesome-serverless#readme) - Serverless computing and serverless architectures.\n- [Apache Wicket](https://github.com/PhantomYdn/awesome-wicket#readme) - Java web app framework.\n- [Vert.x](https://github.com/vert-x3/vertx-awesome#readme) - Toolkit for building reactive apps on the JVM.\n- [Terraform](https://github.com/shuaibiyy/awesome-terraform#readme) - Tool for building, changing, and versioning infrastructure.\n- [Vapor](https://github.com/vapor-community/awesome-vapor#readme) - Server-side development in Swift.\n- [Dash](https://github.com/ucg8j/awesome-dash#readme) - Python web app framework.\n- [FastAPI](https://github.com/mjhea0/awesome-fastapi#readme) - Python web app framework.\n- [CDK](https://github.com/kolomied/awesome-cdk#readme) - Open-source software development framework for defining cloud infrastructure in code.\n- [IAM](https://github.com/kdeldycke/awesome-iam#readme) - User accounts, authentication and authorization.\n- [Slim](https://github.com/nekofar/awesome-slim#readme) - PHP framework.\n- [Fiber](https://github.com/gofiber/awesome-fiber#readme) - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.\n- [Kustomize](https://github.com/DevOpsHiveHQ/awesome-kustomize#readme) - Kubernetes native declarative configuration management tool.\n- [OpenTofu](https://github.com/virtualroot/awesome-opentofu#readme) - Open-source infrastructure as code tool.\n- [Reflex](https://github.com/reflex-dev/awesome-reflex#readme) - Python web framework for building both your frontend and backend with no JavaScript.\n\n## Computer Science\n\n- [University Courses](https://github.com/prakhar1989/awesome-courses#readme)\n- [Data Science](https://github.com/academic/awesome-datascience#readme)\n\t- [Tutorials](https://github.com/siboehm/awesome-learn-datascience#readme)\n- [Machine Learning](https://github.com/josephmisiti/awesome-machine-learning#readme)\n\t- [Tutorials](https://github.com/ujjwalkarn/Machine-Learning-Tutorials#readme)\n\t- [ML with Ruby](https://github.com/arbox/machine-learning-with-ruby#readme) - Learning, implementing, and applying Machine Learning using Ruby.\n\t- [Core ML Models](https://github.com/likedan/Awesome-CoreML-Models#readme) - Models for Apple's machine learning framework.\n\t- [H2O](https://github.com/h2oai/awesome-h2o#readme) - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.\n\t- [Software Engineering for Machine Learning](https://github.com/SE-ML/awesome-seml#readme) - From experiment to production-level machine learning.\n\t- [AI in Finance](https://github.com/georgezouq/awesome-ai-in-finance#readme) - Solving problems in finance with machine learning.\n\t- [JAX](https://github.com/n2cholas/awesome-jax#readme) - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.\n\t- [XAI](https://github.com/altamiracorp/awesome-xai#readme) - Providing insight, explanations, and interpretability to machine learning methods.\n- [Speech and Natural Language Processing](https://github.com/edobashira/speech-language-processing#readme)\n\t- [Spanish](https://github.com/dav009/awesome-spanish-nlp#readme)\n\t- [NLP with Ruby](https://github.com/arbox/nlp-with-ruby#readme)\n\t- [Question Answering](https://github.com/seriousran/awesome-qa#readme) - The science of asking and answering in natural language with a machine.\n\t- [Natural Language Generation](https://github.com/accelerated-text/awesome-nlg#readme) - Generation of text used in data-to-text, conversational agents, and narrative generation applications.\n- [Linguistics](https://github.com/theimpossibleastronaut/awesome-linguistics#readme)\n- [Cryptography](https://github.com/sobolevn/awesome-cryptography#readme)\n\t- [Papers](https://github.com/pFarb/awesome-crypto-papers#readme) - Theory basics for using cryptography by non-cryptographers.\n- [Computer Vision](https://github.com/jbhuang0604/awesome-computer-vision#readme)\n- [Deep Learning](https://github.com/ChristosChristofidis/awesome-deep-learning#readme) - Neural networks.\n\t- [TensorFlow](https://github.com/jtoy/awesome-tensorflow#readme) - Library for machine intelligence.\n\t- [TensorFlow.js](https://github.com/aaronhma/awesome-tensorflow-js#readme) - WebGL-accelerated machine learning JavaScript library for training and deploying models.\n\t- [TensorFlow Lite](https://github.com/margaretmz/awesome-tensorflow-lite#readme) - Framework that optimizes TensorFlow models for on-device machine learning.\n\t- [Papers](https://github.com/terryum/awesome-deep-learning-papers#readme) - The most cited deep learning papers.\n\t- [Education](https://github.com/guillaume-chevalier/awesome-deep-learning-resources#readme)\n- [Deep Vision](https://github.com/kjw0612/awesome-deep-vision#readme)\n- [Open Source Society University](https://github.com/ossu/computer-science#readme)\n- [Functional Programming](https://github.com/lucasviola/awesome-functional-programming#readme)\n- [Empirical Software Engineering](https://github.com/dspinellis/awesome-msr#readme) - Evidence-based research on software systems.\n- [Static Analysis \u0026 Code Quality](https://github.com/analysis-tools-dev/static-analysis#readme)\n- [Information Retrieval](https://github.com/harpribot/awesome-information-retrieval#readme) - Learn to develop your own search engine.\n- [Quantum Computing](https://github.com/desireevl/awesome-quantum-computing#readme) - Computing that utilizes quantum mechanics and qubits on quantum computers.\n- [Theoretical Computer Science](https://github.com/mostafatouny/awesome-theoretical-computer-science#readme) - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.\n- [Conversational AI](https://github.com/jyguyomarch/awesome-conversational-ai#readme) - Build awesome chatbots and digital assistants.\n- [Generative AI](https://github.com/steven2358/awesome-generative-ai#readme) - Automatically generates a wide range of unique content in text, image, and audio format.\n- [Position-Based Quantum Cryptography](https://github.com/Renaller/awesome-position-based-quantum-cryptography#readme) - Theory on quantum cryptography that utilizes special relativistic constraints to achieve quantum-security under certain conditions.\n\n## Big Data\n\n- [Big Data](https://github.com/0xnr/awesome-bigdata#readme)\n- [Public Datasets](https://github.com/awesomedata/awesome-public-datasets#readme)\n- [Hadoop](https://github.com/youngwookim/awesome-hadoop#readme) - Framework for distributed storage and processing of very large data sets.\n- [Data Engineering](https://github.com/igorbarinov/awesome-data-engineering#readme)\n- [Streaming](https://github.com/manuzhang/awesome-streaming#readme)\n- [Apache Spark](https://github.com/awesome-spark/awesome-spark#readme) - Unified engine for large-scale data processing.\n- [Qlik](https://github.com/ambster-public/awesome-qlik#readme) - Business intelligence platform for data visualization, analytics, and reporting apps.\n- [Splunk](https://github.com/sduff/awesome-splunk#readme) - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real time.\n- [Network Analysis](https://github.com/briatte/awesome-network-analysis#readme)\n\n## Theory\n\n- [Papers We Love](https://github.com/papers-we-love/papers-we-love#readme)\n- [Talks](https://github.com/JanVanRyswyck/awesome-talks#readme)\n- [Algorithms](https://github.com/tayllan/awesome-algorithms#readme)\n\t- [Education](https://github.com/gaerae/awesome-algorithms-education#readme) - Learning and practicing.\n- [Algorithm Visualizations](https://github.com/enjalot/algovis#readme)\n- [Artificial Intelligence](https://github.com/owainlewis/awesome-artificial-intelligence#readme)\n- [Search Engine Optimization](https://github.com/marcobiedermann/search-engine-optimization#readme)\n- [Competitive Programming](https://github.com/lnishan/awesome-competitive-programming#readme)\n- [Math](https://github.com/rossant/awesome-math#readme)\n- [Recursion Schemes](https://github.com/passy/awesome-recursion-schemes#readme) - Traversing nested data structures.\n- [Audit Algorithms](https://github.com/erwanlemerrer/awesome-audit-algorithms#readme) - Algorithmic audits of algorithms.\n- [AGI \u0026 CoCoSci](https://github.com/YuzheSHI/awesome-agi-cocosci#readme) - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).\n- [Complex Systems](https://github.com/sellisd/awesome-complexity#readme) - The scientific field studying systems with multiple interacting parts and emergent properties.\n- [VLM Architectures](https://github.com/gokayfem/awesome-vlm-architectures#readme) - Vision Language Model architectures.\n\n## Books\n\n- [Free Programming Books](https://github.com/EbookFoundation/free-programming-books#readme)\n- [Go Books](https://github.com/dariubs/GoBooks#readme)\n- [R Books](https://github.com/RomanTsegelskyi/rbooks#readme)\n- [Mind Expanding Books](https://github.com/hackerkid/Mind-Expanding-Books#readme)\n- [Book Authoring](https://github.com/TalAter/awesome-book-authoring#readme)\n- [Elixir Books](https://github.com/sger/ElixirBooks#readme)\n\n## Editors\n\n- [Sublime Text](https://github.com/dreikanter/sublime-bookmarks#readme)\n- [Vim](https://github.com/mhinz/vim-galore#readme)\n- [Neovim](https://github.com/rockerBOO/awesome-neovim#readme) - Vim-fork focused on extensibility and usability.\n- [Emacs](https://github.com/emacs-tw/awesome-emacs#readme)\n- [Atom](https://github.com/mehcode/awesome-atom#readme) - Open-source and hackable text editor.\n- [Visual Studio Code](https://github.com/viatsko/awesome-vscode#readme) - Cross-platform open-source text editor.\n\n## Gaming\n\n- [Game Development](https://github.com/ellisonleao/magictools#readme)\n- [Game Talks](https://github.com/hzoo/awesome-gametalks#readme)\n- [Godot](https://github.com/godotengine/awesome-godot#readme) - Game engine.\n- [Open Source Games](https://github.com/michelpereira/awesome-open-source-games#readme)\n- [Unity](https://github.com/RyanNielson/awesome-unity#readme) - Game engine.\n- [Chess](https://github.com/hkirat/awesome-chess#readme)\n- [LÖVE](https://github.com/love2d-community/awesome-love2d#readme) - Game engine.\n- [PICO-8](https://github.com/pico-8/awesome-PICO-8#readme) - Fantasy console.\n- [Game Boy Development](https://github.com/gbdev/awesome-gbdev#readme)\n- [Construct 2](https://github.com/ConstructCommunity/awesome-construct#readme) - Game engine.\n- [Gideros](https://github.com/stetso/awesome-gideros#readme) - Game engine.\n- [Minecraft](https://github.com/bs-community/awesome-minecraft#readme) - Sandbox video game.\n- [ComputerCraft](https://github.com/tomodachi94/awesome-computercraft#readme) - Minecraft mod that adds programmable computers.\n- [Game Datasets](https://github.com/leomaurodesenv/game-datasets#readme) - Materials and datasets for Artificial Intelligence in games.\n- [Haxe Game Development](https://github.com/Dvergar/awesome-haxe-gamedev#readme) - A high-level strongly typed programming language used to produce cross-platform native code.\n- [libGDX](https://github.com/rafaskb/awesome-libgdx#readme) - Java game framework.\n- [PlayCanvas](https://github.com/playcanvas/awesome-playcanvas#readme) - Game engine.\n- [Game Remakes](https://github.com/radek-sprta/awesome-game-remakes#readme) - Actively maintained open-source game remakes.\n- [Flame](https://github.com/flame-engine/awesome-flame#readme) - Game engine for Flutter.\n- [Discord Communities](https://github.com/mhxion/awesome-discord-communities#readme) - Chat with friends and communities.\n- [CHIP-8](https://github.com/tobiasvl/awesome-chip-8#readme) - Virtual computer game machine from the 70s.\n- [Games of Coding](https://github.com/michelpereira/awesome-games-of-coding#readme) - Learn a programming language by making games.\n- [Esports](https://github.com/strift/awesome-esports#readme) - Video games played as a sport.\n- [Learn Gamedev](https://github.com/notpresident35/awesome-learn-gamedev#readme) - The craft of video game creation.\n- [Game Engine Development](https://github.com/stevinz/awesome-game-engine-dev#readme) - Building software to speed up game creation.\n- [GameMaker](https://github.com/bytecauldron/awesome-gamemaker#readme) - Game engine.\n- [Game Production](https://github.com/vhladiienko/awesome-game-production#readme) - Leading the process of designing, developing, testing and distributing a video game from concept to release.\n- [Babylon.js](https://github.com/Symbitic/awesome-babylonjs#readme) - Game engine for cross-platform web and native game development.\n- [Roblox](https://github.com/awesome-roblox/awesome-roblox#readme) - Immersive platform for hosting millions of diverse experiences.\n\n## Development Environment\n\n- [Quick Look Plugins](https://github.com/sindresorhus/quick-look-plugins#readme) - For macOS.\n- [Dev Env](https://github.com/jondot/awesome-devenv#readme)\n- [Dotfiles](https://github.com/webpro/awesome-dotfiles#readme)\n- [Shell](https://github.com/alebcay/awesome-shell#readme)\n- [Fish](https://github.com/jorgebucaran/awsm.fish#readme) - User-friendly shell.\n- [Command-Line Apps](https://github.com/agarrharr/awesome-cli-apps#readme)\n- [ZSH Plugins](https://github.com/unixorn/awesome-zsh-plugins#readme)\n- [GitHub](https://github.com/phillipadsmith/awesome-github#readme) - Hosting service for Git repositories.\n\t- [Browser Extensions](https://github.com/stefanbuck/awesome-browser-extensions-for-github#readme)\n\t- [Cheat Sheet](https://github.com/tiimgreen/github-cheat-sheet#readme)\n\t- [Pinned Gists](https://github.com/matchai/awesome-pinned-gists#readme) - Dynamic pinned gists for your GitHub profile.\n- [Git Cheat Sheet \u0026 Git Flow](https://github.com/arslanbilal/git-cheat-sheet#readme)\n- [Git Tips](https://github.com/git-tips/tips#readme)\n- [Git Add-ons](https://github.com/stevemao/awesome-git-addons#readme) - Enhance the `git` CLI.\n- [Git Hooks](https://github.com/compscilauren/awesome-git-hooks#readme) - Scripts for automating tasks during `git` workflows.\n- [SSH](https://github.com/moul/awesome-ssh#readme)\n- [FOSS for Developers](https://github.com/tvvocold/FOSS-for-Dev#readme)\n- [Hyper](https://github.com/bnb/awesome-hyper#readme) - Cross-platform terminal app built on web technologies.\n- [PowerShell](https://github.com/janikvonrotz/awesome-powershell#readme) - Cross-platform object-oriented shell.\n- [Alfred Workflows](https://github.com/alfred-workflows/awesome-alfred-workflows#readme) - Productivity app for macOS.\n- [Terminals Are Sexy](https://github.com/k4m4/terminals-are-sexy#readme)\n- [GitHub Actions](https://github.com/sdras/awesome-actions#readme) - Create tasks to automate your workflow and share them with others on GitHub.\n- [WezTerm](https://github.com/michaelbrusegard/awesome-wezterm#readme) - Powerful cross-platform terminal emulator.\n\n## Entertainment\n\n- [Science Fiction](https://github.com/sindresorhus/awesome-scifi#readme) - Scifi.\n- [Fantasy](https://github.com/RichardLitt/awesome-fantasy#readme)\n- [Podcasts](https://github.com/ayr-ton/awesome-geek-podcasts#readme)\n- [Email Newsletters](https://github.com/zudochkin/awesome-newsletters#readme)\n- [IT Quotes](https://github.com/victorlaerte/awesome-it-quotes#readme)\n\n## Databases\n\n- [Database](https://github.com/numetriclabz/awesome-db#readme)\n- [MySQL](https://github.com/shlomi-noach/awesome-mysql#readme)\n- [SQLAlchemy](https://github.com/dahlia/awesome-sqlalchemy#readme)\n- [InfluxDB](https://github.com/mark-rushakoff/awesome-influxdb#readme)\n- [Neo4j](https://github.com/neueda/awesome-neo4j#readme)\n- [MongoDB](https://github.com/ramnes/awesome-mongodb#readme) - NoSQL database.\n- [RethinkDB](https://github.com/d3viant0ne/awesome-rethinkdb#readme)\n- [TinkerPop](https://github.com/mohataher/awesome-tinkerpop#readme) - Graph computing framework.\n- [PostgreSQL](https://github.com/dhamaniasad/awesome-postgres#readme) - Object-relational database.\n- [CouchDB](https://github.com/quangv/awesome-couchdb#readme) - Document-oriented NoSQL database.\n- [HBase](https://github.com/rayokota/awesome-hbase#readme) - Distributed, scalable, big data store.\n- [NoSQL Guides](https://github.com/erictleung/awesome-nosql-guides#readme) - Help on using non-relational, distributed, open-source, and horizontally scalable databases.\n- [Database Tools](https://github.com/mgramin/awesome-db-tools#readme) - Everything that makes working with databases easier.\n- [TypeDB](https://github.com/vaticle/typedb-awesome#readme) - Logical database to organize large and complex networks of data as one body of knowledge.\n- [Cassandra](https://github.com/Anant/awesome-cassandra#readme) - Open-source, distributed, wide column store, NoSQL database management system.\n- [TDengine](https://github.com/taosdata/awesome-tdengine#readme) - An open-source time-series database with high-performance, scalability, and SQL support.\n- [Supabase](https://github.com/lyqht/awesome-supabase#readme) - An open-source alternative to Firebase.\n- [PocketBase](https://github.com/benallfree/awesome-pocketbase#readme) - An open-source, Go-based backend in one file.\n- [Neon](https://github.com/tyaga001/awesome-neon#readme) - An open-source alternative to AWS Aurora.\n\n## Media\n\n- [Fonts](https://github.com/brabadu/awesome-fonts#readme)\n- [Codeface](https://github.com/chrissimpkins/codeface#readme) - Text editor fonts.\n- [Stock Resources](https://github.com/neutraltone/awesome-stock-resources#readme)\n- [GIF](https://github.com/davisonio/awesome-gif#readme) - Image format known for animated images.\n- [Music](https://github.com/ciconia/awesome-music#readme)\n- [Open Source Documents](https://github.com/44bits/awesome-opensource-documents#readme)\n- [Audio Visualization](https://github.com/willianjusten/awesome-audio-visualization#readme)\n- [Broadcasting](https://github.com/ebu/awesome-broadcasting#readme)\n- [Pixel Art](https://github.com/Siilwyn/awesome-pixel-art#readme) - Pixel-level digital art.\n- [FFmpeg](https://github.com/transitive-bullshit/awesome-ffmpeg#readme) - Cross-platform solution to record, convert and stream audio and video.\n- [Icons](https://github.com/notlmn/awesome-icons#readme) - Downloadable SVG/PNG/font icon projects.\n- [Audiovisual](https://github.com/stingalleman/awesome-audiovisual#readme) - Lighting, audio and video in professional environments.\n- [VLC](https://github.com/mfkl/awesome-vlc#readme) - Cross-platform media player software and streaming server.\n- [Audio Over IP](https://github.com/Mo-way/awesome-aoip#readme) - Reliably transmit uncompressed, low-latency audio over an IP (layer 3) network.\n\n## Learn\n\n- [CLI Workshoppers](https://github.com/therebelrobot/awesome-workshopper#readme) - Interactive tutorials.\n- [Learn to Program](https://github.com/karlhorky/learn-to-program#readme)\n- [Speaking](https://github.com/matteofigus/awesome-speaking#readme)\n- [Tech Videos](https://github.com/lucasviola/awesome-tech-videos#readme)\n- [Dive into Machine Learning](https://github.com/hangtwenty/dive-into-machine-learning#readme)\n- [Computer History](https://github.com/watson/awesome-computer-history#readme)\n- [Programming for Kids](https://github.com/HollyAdele/awesome-programming-for-kids#readme)\n- [STEAM](https://github.com/RahulBirCodes/awesome-steam#readme) - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels.\n- [Educational Games](https://github.com/yrgo/awesome-educational-games#readme) - Learn while playing.\n- [JavaScript Learning](https://github.com/micromata/awesome-javascript-learning#readme)\n- [CSS Learning](https://github.com/micromata/awesome-css-learning#readme) - Mainly about CSS – the language and the modules.\n- [Product Management](https://github.com/dend/awesome-product-management#readme) - Learn how to be a better product manager.\n- [Roadmaps](https://github.com/liuchong/awesome-roadmaps#readme) - Gives you a clear route to improve your knowledge and skills.\n- [YouTubers](https://github.com/JoseDeFreitas/awesome-youtubers#readme) - Watch video tutorials from YouTubers that teach you about technology.\n- [Hackathon](https://github.com/dribdat/awesome-hackathon#readme) - Running fun and productive hackathons.\n- [Certificates](https://github.com/PanXProject/awesome-certificates#readme) - Free computer science certifications to showcase your knowledge.\n\n## Security\n\n- [Application Security](https://github.com/paragonie/awesome-appsec#readme)\n- [Security](https://github.com/sbilly/awesome-security#readme)\n- [CTF](https://github.com/apsdehal/awesome-ctf#readme) - Capture The Flag.\n- [Cyber Security University](https://github.com/brootware/awesome-cyber-security-university#readme) - Free educational resources that focus on learning by doing.\n- [Malware Analysis](https://github.com/rshipp/awesome-malware-analysis#readme)\n- [Android Security](https://github.com/ashishb/android-security-awesome#readme)\n- [Hacking](https://github.com/carpedm20/awesome-hacking#readme)\n- [Hacking Spots](https://github.com/daviddias/awesome-hacking-locations#readme)\n- [Honeypots](https://github.com/paralax/awesome-honeypots#readme) - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.\n- [Incident Response](https://github.com/meirwah/awesome-incident-response#readme)\n- [Vehicle Security and Car Hacking](https://github.com/jaredthecoder/awesome-vehicle-security#readme)\n- [Web Security](https://github.com/qazbnm456/awesome-web-security#readme) - Security of web apps \u0026 services.\n- [Lockpicking](https://github.com/fabacab/awesome-lockpicking#readme) - The art of unlocking a lock by manipulating its components without the key.\n- [Cybersecurity Blue Team](https://github.com/fabacab/awesome-cybersecurity-blueteam#readme) - Groups of individuals who identify security flaws in information technology systems.\n- [Fuzzing](https://github.com/cpuu/awesome-fuzzing#readme) - Automated software testing technique that involves feeding pseudo-randomly generated input data.\n- [Embedded and IoT Security](https://github.com/fkie-cad/awesome-embedded-and-iot-security#readme)\n- [GDPR](https://github.com/bakke92/awesome-gdpr#readme) - Regulation on data protection and privacy for all individuals within EU.\n- [DevSecOps](https://github.com/TaptuIT/awesome-devsecops#readme) - Integration of security practices into [DevOps](https://en.wikipedia.org/wiki/DevOps).\n- [Executable Packing](https://github.com/dhondta/awesome-executable-packing#readme) - Packing and unpacking executable formats.\n- [Malware Persistence](https://github.com/Karneades/awesome-malware-persistence#readme) - Techniques that adversaries use to keep access to systems across restarts.\n- [EVM Security](https://github.com/kareniel/awesome-evm-security#readme) - Understanding the Ethereum Virtual Machine security ecosystem.\n- [Password Cracking](https://github.com/n0kovo/awesome-password-cracking#readme) - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form.\n- [Security Card Games](https://github.com/Karneades/awesome-security-card-games#readme) - Train your skills and discuss various security topics.\n- [Suricata](https://github.com/satta/awesome-suricata#readme) - Intrusion detection/prevention system and network security monitoring engine.\n- [Prompt Injection](https://github.com/FonduAI/awesome-prompt-injection#readme) - A type of vulnerability that specifically targets machine learning models.\n- [Detection Engineering](https://github.com/infosecB/awesome-detection-engineering#readme) - Design, build, and operate detective cybersecurity controls.\n- [Annual Security Reports](https://github.com/jacobdjwilson/awesome-annual-security-reports#readme) - Exploring cybersecurity trends, insights, and challenges.\n- [CI/CD Attacks](https://github.com/TupleType/awesome-cicd-attacks#readme) - Offensive research of systems and processes related to developing and deploying code.\n- [OpenID Connect](https://github.com/cerberauth/awesome-openid-connect#readme) - Identity standard and authentication protocol built on OAuth 2.0 for user identity assertion.\n\n## Content Management Systems\n\n- [Umbraco](https://github.com/umbraco-community/awesome-umbraco#readme)\n- [Refinery CMS](https://github.com/refinerycms-contrib/awesome-refinerycms#readme) - Ruby on Rails CMS.\n- [Wagtail](https://github.com/springload/awesome-wagtail#readme) - Django CMS focused on flexibility and user experience.\n- [Textpattern](https://github.com/drmonkeyninja/awesome-textpattern#readme) - Lightweight PHP-based CMS.\n- [Drupal](https://github.com/nirgn975/awesome-drupal#readme) - Extensible PHP-based CMS.\n- [Craft CMS](https://github.com/craftcms/awesome#readme) - Content-first CMS.\n- [Sitecore](https://github.com/MartinMiles/Awesome-Sitecore#readme) - .NET digital marketing platform that combines CMS with tools for managing multiple websites.\n- [Silverstripe CMS](https://github.com/wernerkrauss/awesome-silverstripe-cms#readme) - PHP MVC framework that serves as a classic or headless CMS.\n- [Directus](https://github.com/directus-community/awesome-directus#readme) - A real-time API and app dashboard for managing SQL database content.\n- [Plone](https://github.com/collective/awesome-plone#readme) - Open source Python CMS.\n- [Payload](https://github.com/DanailMinchev/awesome-payload#readme) - Next.js native and open source headless CMS.\n\n## Hardware\n\n- [Robotics](https://github.com/Kiloreux/awesome-robotics#readme)\n- [Internet of Things](https://github.com/HQarroum/awesome-iot#readme)\n- [Electronics](https://github.com/kitspace/awesome-electronics#readme) - For electronic engineers and hobbyists.\n- [Bluetooth Beacons](https://github.com/rabschi/awesome-beacon#readme)\n- [Electric Guitar Specifications](https://github.com/gitfrage/guitarspecs#readme) - Checklist for building your own electric guitar.\n- [Plotters](https://github.com/beardicus/awesome-plotters#readme) - Computer-controlled drawing machines and other visual art robots.\n- [Robotic Tooling](https://github.com/protontypes/awesome-robotic-tooling#readme) - Free and open tools for professional robotic development.\n- [LIDAR](https://github.com/szenergy/awesome-lidar#readme) - Sensor for measuring distances by illuminating the target with laser light.\n- [Open Hardware](https://github.com/delftopenhardware/awesome-open-hardware#readme) - Open-source hardware projects.\n- [ADS-B](https://github.com/rickstaa/awesome-adsb#readme) - Technology broadcasting aircraft's identity, position, and data periodically.\n- [Flying FPV](https://github.com/Matthias84/awesome-flying-fpv#readme) - Open hardware and software related to drones / UAVs.\n\n## Business\n\n- [Open Companies](https://github.com/opencompany/awesome-open-company#readme)\n- [Places to Post Your Startup](https://github.com/mmccaff/PlacesToPostYourStartup#readme)\n- [OKR Methodology](https://github.com/domenicosolazzo/awesome-okr#readme) - Goal setting \u0026 communication best practices.\n- [Indie](https://github.com/mezod/awesome-indie#readme) - Independent developer businesses.\n- [Tools of the Trade](https://github.com/cjbarber/ToolsOfTheTrade#readme) - Tools used by companies on Hacker News.\n- [Clean Tech](https://github.com/nglgzz/awesome-clean-tech#readme) - Fighting climate change with technology.\n- [Wardley Maps](https://github.com/wardley-maps-community/awesome-wardley-maps#readme) - Provides high situational awareness to help improve strategic planning and decision making.\n- [Social Enterprise](https://github.com/RayBB/awesome-social-enterprise#readme) - Building an organization primarily focused on social impact that is at least partially self-funded.\n- [Engineering Team Management](https://github.com/kdeldycke/awesome-engineering-team-management#readme) - How to transition from software development to engineering management.\n- [Developer-First Products](https://github.com/agamm/awesome-developer-first#readme) - Products that target developers as the user.\n- [Billing](https://github.com/kdeldycke/awesome-billing#readme) - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.\n- [Engineering Strategy](https://github.com/aleixmorgadas/awesome-engineering-strategy#readme) - How to design and execute engineering strategies for tech leadership.\n\n## Work\n\n- [Slack](https://github.com/matiassingers/awesome-slack#readme) - Team collaboration.\n\t- [Communities](https://github.com/filipelinhares/awesome-slack#readme)\n- [Remote Jobs](https://github.com/lukasz-madon/awesome-remote-job#readme)\n- [Productivity](https://github.com/jyguyomarch/awesome-productivity#readme)\n- [Niche Job Boards](https://github.com/tramcar/awesome-job-boards#readme)\n- [Programming Interviews](https://github.com/DopplerHQ/awesome-interview-questions#readme)\n- [Code Review](https://github.com/joho/awesome-code-review#readme) - Reviewing code.\n- [Creative Technology](https://github.com/j0hnm4r5/awesome-creative-technology#readme) - Businesses \u0026 groups that specialize in combining computing, design, art, and user experience.\n- [Internships](https://github.com/lodthe/awesome-internships#readme) - CV writing guides and companies that hire interns.\n\n## Networking\n\n- [Software-Defined Networking](https://github.com/sdnds-tw/awesome-sdn#readme)\n- [PCAPTools](https://github.com/caesar0301/awesome-pcaptools#readme)\n- [Real-Time Communications](https://github.com/rtckit/awesome-rtc#readme) - Network protocols for near simultaneous exchange of media and data.\n- [SNMP](https://github.com/eozer/awesome-snmp#readme) - A protocol for collecting, modifying, and organizing information about managed devices on IP networks.\n- [Scapy](https://github.com/secdev/awesome-scapy#readme) - Python-based interactive packet manipulation.\n- [Cilium](https://github.com/seifrajhi/awesome-cilium#readme) - Provides networking and security capabilities for containerized apps, microservices, and virtual machines.\n\n## Decentralized Systems\n\n- [Bitcoin](https://github.com/igorbarinov/awesome-bitcoin#readme) - Services and tools for Bitcoin software developers.\n- [Ripple](https://github.com/vhpoet/awesome-ripple#readme) - Open source distributed settlement network.\n- [Non-Financial Blockchain](https://github.com/machinomy/awesome-non-financial-blockchain#readme) - Applications of Blockchain beyond finance.\n- [Mastodon](https://github.com/hyperupcall/awesome-mastodon#readme) - Open source decentralized microblogging network.\n- [Ethereum](https://github.com/ttumiel/Awesome-Ethereum#readme) - Distributed computing platform for smart contract development.\n- [Blockchain AI](https://github.com/steven2358/awesome-blockchain-ai#readme) - AI and machine-learning projects built on Blockchain.\n- [EOSIO](https://github.com/DanailMinchev/awesome-eosio#readme) - A decentralized operating system supporting industrial-scale apps.\n- [Corda](https://github.com/chainstack/awesome-corda#readme) - Open source Blockchain platform designed for business.\n- [Waves](https://github.com/msmolyakov/awesome-waves#readme) - Open source Blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.\n- [Substrate](https://github.com/substrate-developer-hub/awesome-substrate#readme) - Framework for writing scalable, upgradeable blockchains in Rust.\n- [Golem](https://github.com/golemfactory/awesome-golem#readme) - Open source peer-to-peer marketplace for computing resources.\n- [Stacks](https://github.com/friedger/awesome-stacks-chain#readme) - A smart contract platform secured by Bitcoin.\n- [Algorand](https://github.com/aorumbayev/awesome-algorand#readme) - An open-source, proof of stake Blockchain and smart contract computing platform.\n- [ZeroNet](https://github.com/zolagonano/awesome-zeronet#readme) - A decentralized web-like network of peer-to-peer users.\n- [Cosmos SDK](https://github.com/cosmos/awesome-cosmos#readme) - Modular framework for building app-specific blockchains in Go.\n- [Tor](https://github.com/polycarbohydrate/awesome-tor#readme) - A free overlay network for enabling anonymous communication.\n- [ATProto](https://github.com/atblueprints/awesome-atproto#readme) - Open, decentralized network for building social apps.\n\n## Health and Social Science\n\n- [Biomedical Information Extraction](https://github.com/caufieldjh/awesome-bioie#readme) - How to extract information from unstructured biomedical data and text.\n- [Computational Neuroscience](https://github.com/eselkin/awesome-computational-neuroscience#readme) - A multidisciplinary science which uses computational approaches to study the nervous system.\n- [Diversity](https://github.com/folkswhocode/awesome-diversity#readme) - Creating a more inclusive and diverse tech community.\n- [Digital History](https://github.com/maehr/awesome-digital-history#readme) - Computer-aided scientific investigation of history.\n- [Empathy in Engineering](https://github.com/KimberlyMunoz/empathy-in-engineering#readme) - Building and promoting more compassionate engineering cultures.\n- [Healthcare](https://github.com/kakoni/awesome-healthcare#readme) - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.\n- [Humane Technology](https://github.com/humanetech-community/awesome-humane-tech#readme) - Open source projects that help improve society.\n- [Mental Health](https://github.com/dreamingechoes/awesome-mental-health#readme) - Awareness and self-care in the software industry.\n- [Neuroscience](https://github.com/analyticalmonk/awesome-neuroscience#readme) - Study of the nervous system and brain.\n- [Digital Humanities](https://github.com/dh-tech/awesome-digital-humanities#readme) - Software for humanities scholars using quantitative or computational methods.\n- [Lucid Dreams](https://github.com/IAmCoder/awesome-lucid-dreams#readme) - A dream where one becomes aware they are dreaming.\n- [Neuroimaging](https://github.com/NPACore/awesome-neuroimaging#readme) - Software for analyzing brain data from living subjects.\n- [Transgender](https://github.com/cvyl/awesome-transgender#readme) - Someone whose gender identity differs from their assigned birth sex.\n\n## Events\n\n- [Creative Tech Events](https://github.com/danvoyce/awesome-creative-tech-events#readme) - Events around the globe for creative coding, tech, design, music, arts and cool stuff.\n- [Events in Italy](https://github.com/ildoc/awesome-italy-events#readme) - Tech-related events in Italy.\n- [Events in the Netherlands](https://github.com/awkward/awesome-netherlands-events#readme) - Tech-related events in the Netherlands.\n\n## Testing\n\n- [Testing](https://github.com/TheJambo/awesome-testing#readme) - Software testing.\n- [Visual Regression Testing](https://github.com/mojoaxel/awesome-regression-testing#readme) - Ensures changes did not break the functionality or style.\n- [Selenium](https://github.com/christian-bromann/awesome-selenium#readme) - Open-source browser automation framework and ecosystem.\n- [Appium](https://github.com/SrinivasanTarget/awesome-appium#readme) - Test automation tool for apps.\n- [TAP](https://github.com/sindresorhus/awesome-tap#readme) - Test Anything Protocol.\n- [JMeter](https://github.com/aliesbelik/awesome-jmeter#readme) - Load testing and performance measurement tool.\n- [k6](https://github.com/grafana/awesome-k6#readme) - Open-source, developer-centric performance monitoring and load testing solution.\n- [Playwright](https://github.com/mxschmitt/awesome-playwright#readme) - Node.js library to automate Chromium, Firefox and WebKit with a single API.\n- [Quality Assurance Roadmap](https://github.com/fityanos/awesome-quality-assurance-roadmap#readme) - How to start \u0026 build a career in software testing.\n- [Gatling](https://github.com/aliesbelik/awesome-gatling#readme) - Open-source load and performance testing framework based on Scala, Akka, and Netty.\n- [CodeRabbit](https://github.com/coderabbitai/awesome-coderabbit#readme) - AI-powered code review platform.\n\n## Miscellaneous\n\n- [Scientific Writing](https://github.com/writing-resources/awesome-scientific-writing#readme) - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.\n- [JSON](https://github.com/burningtree/awesome-json#readme) - Text based data interchange format.\n\t- [GeoJSON](https://github.com/tmcw/awesome-geojson#readme)\n\t- [Datasets](https://github.com/jdorfman/awesome-json-datasets#readme)\n- [CSV](https://github.com/secretGeek/awesomeCSV#readme) - A text file format that stores tabular data and uses a comma to separate values.\n- [Discounts for Student Developers](https://github.com/AchoArnold/discount-for-student-dev#readme)\n- [Radio](https://github.com/kyleterry/awesome-radio#readme)\n- [Awesome](https://github.com/sindresorhus/awesome#readme) - Recursion illustrated.\n- [Analytics](https://github.com/0xnr/awesome-analytics#readme)\n- [REST](https://github.com/marmelab/awesome-rest#readme)\n- [Continuous Integration and Continuous Delivery](https://github.com/cicdops/awesome-ciandcd#readme)\n- [Services Engineering](https://github.com/mmcgrana/services-engineering#readme)\n- [Free for Developers](https://github.com/ripienaar/free-for-dev#readme)\n- [Answers](https://github.com/cyberglot/awesome-answers#readme) - Stack Overflow, Quora, etc.\n- [Sketch](https://github.com/diessica/awesome-sketch#readme) - Design app for macOS.\n- [Boilerplate Projects](https://github.com/melvin0008/awesome-projects-boilerplates#readme)\n- [Readme](https://github.com/matiassingers/awesome-readme#readme)\n- [GitHub Wiki](https://github.com/MyHoneyBadger/awesome-github-wiki#readme) - Comprehensive documentation on GitHub beyond README.\n- [Design and Development Guides](https://github.com/NARKOZ/guides#readme)\n- [Software Engineering Blogs](https://github.com/kilimchoi/engineering-blogs#readme)\n- [Self Hosted](https://github.com/awesome-selfhosted/awesome-selfhosted#readme)\n- [FOSS Production Apps](https://github.com/DataDaoDe/awesome-foss-apps#readme)\n- [Gulp](https://github.com/alferov/awesome-gulp#readme) - Task runner.\n- [AMA](https://github.com/sindresorhus/amas#readme) - Ask Me Anything.\n\t- [Answers](https://github.com/stoeffel/awesome-ama-answers#readme)\n- [Open Source Photography](https://github.com/ibaaj/awesome-OpenSourcePhotography#readme)\n- [OpenGL](https://github.com/eug/awesome-opengl#readme) - Cross-platform API for rendering 2D and 3D graphics.\n- [GraphQL](https://github.com/chentsulin/awesome-graphql#readme)\n- [Urban \u0026 Regional Planning](https://github.com/APA-Technology-Division/urban-and-regional-planning-resources#readme) - Concerning the built environment and communities.\n- [Transit](https://github.com/MobilityData/awesome-transit#readme) – Data standards, APIs, apps, tools, datasets, and research around open source technology of public transit.\n- [Research Tools](https://github.com/emptymalei/awesome-research#readme)\n- [Data Visualization](https://github.com/javierluraschi/awesome-dataviz#readme)\n- [Microservices](https://github.com/mfornos/awesome-microservices#readme)\n- [Unicode](https://github.com/jagracey/Awesome-Unicode#readme) - Standards, quirks, packages and resources for Unicode.\n\t- [Code Points](https://github.com/Codepoints/awesome-codepoints#readme)\n- [Beginner-Friendly Projects](https://github.com/MunGell/awesome-for-beginners#readme)\n- [Katas](https://github.com/gamontal/awesome-katas#readme)\n- [Tools for Activism](https://github.com/drewrwilson/toolsforactivism#readme)\n- [Citizen Science](https://github.com/dylanrees/citizen-science#readme) - For community-based and non-institutional scientists.\n- [MQTT](https://github.com/hobbyquaker/awesome-mqtt#readme) - \"Internet of Things\" connectivity protocol.\n- [For Girls](https://github.com/cristianoliveira/awesome4girls#readme)\n- [Vorpal](https://github.com/vorpaljs/awesome-vorpal#readme) - Node.js CLI framework.\n- [Vulkan](https://github.com/vinjn/awesome-vulkan#readme) - Low-overhead, cross-platform 3D graphics and compute API.\n- [LaTeX](https://github.com/egeerardyn/awesome-LaTeX#readme) - Typesetting language.\n- [Economics](https://github.com/antontarasenko/awesome-economics#readme) - An economist's starter kit.\n- [Funny Markov Chains](https://github.com/sublimino/awesome-funny-markov#readme)\n- [Bioinformatics](https://github.com/danielecook/Awesome-Bioinformatics#readme)\n- [Cheminformatics](https://github.com/hsiaoyi0504/awesome-cheminformatics#readme) - Informatics techniques applied to problems in chemistry.\n- [Colorful](https://github.com/Siddharth11/Colorful#readme) - Choose your next color scheme.\n- [Steam](https://github.com/scholtzm/awesome-steam#readme) - Digital distribution platform.\n- [Bots](https://github.com/hackerkid/bots#readme) - Building bots.\n- [Site Reliability Engineering](https://github.com/dastergon/awesome-sre#readme)\n- [DTrace](https://github.com/xen0l/awesome-dtrace#readme) - Dynamic tracing framework.\n- [Userscripts](https://github.com/bvolpato/awesome-userscripts#readme) - Enhance your browsing experience.\n- [Pokémon](https://github.com/tobiasbueschel/awesome-pokemon#readme) - Resources for Pokémon and Pokémon GO.\n- [ChatOps](https://github.com/exAspArk/awesome-chatops#readme) - Managing technical and business operations through a chat.\n- [Falsehood](https://github.com/kdeldycke/awesome-falsehood#readme) - Falsehoods programmers believe in.\n- [Domain-Driven Design](https://github.com/heynickc/awesome-ddd#readme) - Software development approach for complex needs by connecting the implementation to an evolving model.\n- [Quantified Self](https://github.com/woop/awesome-quantified-self#readme) - Self-tracking through technology.\n- [SaltStack](https://github.com/hbokh/awesome-saltstack#readme) - Python-based config management system.\n- [Web Design](https://github.com/nicolesaidy/awesome-web-design#readme) - For digital designers.\n- [Creative Coding](https://github.com/terkelg/awesome-creative-coding#readme) - Programming something expressive instead of something functional.\n- [No-Login Web Apps](https://github.com/aviaryan/awesome-no-login-web-apps#readme) - Web apps that work without login.\n- [Free Software](https://github.com/johnjago/awesome-free-software#readme) - Free as in freedom.\n- [Framer](https://github.com/podo/awesome-framer#readme) - Prototyping interactive UI designs.\n- [Markdown](https://github.com/BubuAnabelas/awesome-markdown#readme) - Markup language.\n- [Dev Fun](https://github.com/mislavcimpersak/awesome-dev-fun#readme) - Funny developer projects.\n- [Magento 2](https://github.com/DavidLambauer/awesome-magento2#readme) - Open Source eCommerce built with PHP.\n- [TikZ](https://github.com/xiaohanyu/awesome-tikz#readme) - Graph drawing packages for TeX/LaTeX/ConTeXt.\n- [Ad-Free](https://github.com/johnjago/awesome-ad-free#readme) - Alternatives without ads.\n- [Prometheus](https://github.com/roaldnefs/awesome-prometheus#readme) - Open-source monitoring system.\n- [Homematic](https://github.com/homematic-community/awesome-homematic#readme) - Smart home devices.\n- [Ledger](https://github.com/sfischer13/awesome-ledger#readme) - Double-entry accounting on the command-line.\n- [Web Monetization](https://github.com/thomasbnt/awesome-web-monetization#readme) - A free open web standard service that allows you to send money directly in your browser.\n- [Uncopyright](https://github.com/johnjago/awesome-uncopyright#readme) - Public domain works.\n- [Crypto Currency Tools \u0026 Algorithms](https://github.com/Zheaoli/awesome-coins#readme) - Digital currency where encryption is used to regulate the generation of units and verify transfers.\n- [Open Source Supporters](https://github.com/zachflower/awesome-open-source-supporters#readme) - Companies that offer their tools and services for free to open source projects.\n- [Design Principles](https://github.com/robinstickel/awesome-design-principles#readme) - Create better and more consistent designs and experiences.\n- [Theravada](https://github.com/johnjago/awesome-theravada#readme) - Teachings from the Theravada Buddhist tradition.\n- [inspectIT](https://github.com/inspectit-labs/awesome-inspectit#readme) - Open source Java app performance management tool.\n- [Open Source Maintainers](https://github.com/nayafia/awesome-maintainers#readme) - The experience of being an open source maintainer.\n- [Calculators](https://github.com/xxczaki/awesome-calculators#readme) - Tools for every platform.\n- [Captcha](https://github.com/ZYSzys/awesome-captcha#readme) - A type of challenge–response test used in computing to determine whether or not the user is human.\n- [Jupyter](https://github.com/markusschanta/awesome-jupyter#readme) - Create and share documents that contain code, equations, visualizations and narrative text.\n- [FIRST Robotics Competition](https://github.com/andrewda/awesome-frc#readme) - International high school robotics championship.\n- [Speakers](https://github.com/karlhorky/awesome-speakers#readme) - Conference and meetup speakers in the programming and design community.\n- [Board Games](https://github.com/edm00se/awesome-board-games#readme) - Table-top gaming fun for all.\n- [Software Patreons](https://github.com/uraimo/awesome-software-patreons#readme) - Fund individual programmers or the development of open source projects.\n- [Parasite](https://github.com/ecohealthalliance/awesome-parasite#readme) - Parasites and host-pathogen interactions.\n- [Food](https://github.com/jzarca01/awesome-food#readme) - Projects on GitHub related to food.\n- [Bitcoin Payment Processors](https://github.com/alexk111/awesome-bitcoin-payment-processors#readme) - Start accepting Bitcoin.\n- [Scientific Computing](https://github.com/nschloe/awesome-scientific-computing#readme) - Solving complex scientific problems using computers.\n- [Amazon Sellers](https://github.com/ScaleLeap/awesome-amazon-seller#readme)\n- [Agriculture](https://github.com/brycejohnston/awesome-agriculture#readme) - Open source technology for farming and gardening.\n- [Product Design](https://github.com/ttt30ga/awesome-product-design#readme) - Design a product from the initial concept to production.\n- [Prisma](https://github.com/catalinmiron/awesome-prisma#readme) - Turn your database into a GraphQL API.\n- [Software Architecture](https://github.com/simskij/awesome-software-architecture#readme) - The discipline of designing and building software.\n- [Connectivity Data and Reports](https://github.com/stevesong/awesome-connectivity-info#readme) - Better understand who has access to telecommunication and internet infrastructure and on what terms.\n- [Stacks](https://github.com/stackshareio/awesome-stacks#readme) - Tech stacks for building different apps and features.\n- [Cytodata](https://github.com/cytodata/awesome-cytodata#readme) - Image-based profiling of biological phenotypes for computational biologists.\n- [IRC](https://github.com/davisonio/awesome-irc#readme) - Open source messaging protocol.\n- [Advertising](https://github.com/cenoura/awesome-ads#readme) - Programmatic media and ad tech for websites.\n- [Earth](https://github.com/philsturgeon/awesome-earth#readme) - Find ways to resolve the climate crisis.\n- [Naming](https://github.com/gruhn/awesome-naming#readme) - Guides for naming things in computer science.\n- [Web Archiving](https://github.com/iipc/awesome-web-archiving#readme) - An effort to preserve the Web for future generations.\n- [WP-CLI](https://github.com/schlessera/awesome-wp-cli#readme) - Command-line interface for WordPress.\n- [Credit Modeling](https://github.com/mourarthur/awesome-credit-modeling#readme) - Methods for classifying credit applicants into risk classes.\n- [Ansible](https://github.com/ansible-community/awesome-ansible#readme) - A Python-based, open-source IT configuration management and automation platform.\n- [Biological Visualizations](https://github.com/keller-mark/awesome-biological-visualizations#readme) - Interactive visualization of biological data on the web.\n- [QR Code](https://github.com/make-github-pseudonymous-again/awesome-qr-code#readme) - A type of matrix barcode that can be used to store and share a small amount of information.\n- [Veganism](https://github.com/sdassow/awesome-veganism#readme) - Making the plant-based lifestyle easy and accessible.\n- [Translations](https://github.com/mbiesiad/awesome-translations#readme) - The transfer of the meaning of a text from one language to another.\n- [Scriptable](https://github.com/dersvenhesse/awesome-scriptable#readme) - An iOS app for automation in JavaScript.\n- [WebXR](https://github.com/msub2/awesome-webxr#readme) - Enables immersive virtual reality and augmented reality content on the web.\n- [Computational Geometry](https://github.com/atkirtland/awesome-computational-geometry#readme) - Computational approaches for problems in geometry.\n- [OpenStreetMap](https://github.com/osmlab/awesome-openstreetmap#readme) - An open data mapping project utilized by many apps and devices.\n- [Computational Biology](https://github.com/inoue0426/awesome-computational-biology#readme) - Computational approaches applied to problems in biology.\n- [Read the Docs](https://github.com/readthedocs-examples/awesome-read-the-docs#readme) - Example documentation projects to inspire and help bootstrap new documentation projects.\n- [Quarto](https://github.com/mcanouil/awesome-quarto#readme) - Scientific and technical open-source publishing system built on Pandoc.\n- [Biological Image Analysis](https://github.com/hallvaaw/awesome-biological-image-analysis#readme) - Interpreting biological phenomena using images.\n- [ChatGPT](https://github.com/sindresorhus/awesome-chatgpt#readme) - Artificial intelligence chatbot developed by OpenAI.\n- [Whisper](https://github.com/sindresorhus/awesome-whisper#readme) - Open-source AI-powered speech recognition system developed by OpenAI.\n- [Stock Trading](https://github.com/shi-rudo/awesome-stock-trading#readme) - Purchase and sale of equities of publicly traded companies to generate profits.\n- [Steam Deck](https://github.com/airscripts/awesome-steam-deck#readme) - A handheld gaming computer developed by Valve.\n- [Astrophotography](https://github.com/lunohodov/awesome-astrophotography#readme) - Photography of astronomical objects, celestial events, or areas of the night sky.\n- [HPC](https://github.com/dstdev/awesome-hpc#readme) - High Performance Computing.\n- [Geocaching](https://github.com/FoxFil/awesome-geocaching#readme) - Outdoor treasure-hunting activity that uses GPS-enabled devices.\n- [Regex](https://github.com/slevithan/awesome-regex#readme) - Specialized language for matching patterns in text.\n- [Event-Driven Architecture](https://github.com/lutzh/awesome-event-driven-architecture#readme) - A software architecture approach where services collaborate by publishing and subscribing to events.\n- [Permacomputing](https://github.com/idematos/awesome-permacomputing#readme) - Resilient and regenerative computing practices inspired by permaculture.\n- [Standards](https://github.com/donBarbos/awesome-standards#readme) - Proposals and standards that define and enhance software, languages, and related technologies.\n- [Claude Code](https://github.com/hesreallyhim/awesome-claude-code#readme) - Terminal-based AI coding assistant by Anthropic.\n- [Gemini CLI](https://github.com/Piebald-AI/awesome-gemini-cli#readme) - Terminal-based AI coding assistant by Google.\n- [SAP Commerce](https://github.com/eminyagiz42/awesome-sap-commerce#readme) - An e-commerce platform built with Java, Spring MVC, and Angular.\n- [Tech Ethics](https://github.com/sampart/awesome-tech-ethics#readme) - Mitigating and avoiding the potential negative effects of technology on society.\n- [Copilot Agents](https://github.com/Code-and-Sorts/awesome-copilot-agents#readme) - AI pair programming assistant by GitHub that provides code suggestions and completions.\n\n## Related\n\n- [All Awesome Lists](https://github.com/topics/awesome) - All the Awesome lists on GitHub.\n- [Awesome Search](https://awesomelists.top) - Quick search for Awesome lists.\n- [StumbleUponAwesome](https://github.com/basharovV/StumbleUponAwesome) - Discover random pages from the Awesome dataset using a browser extension.\n- [Awesome CLI](https://github.com/umutphp/awesome-cli) - A simple command-line tool to dive into Awesome lists.\n- [Track Awesome List](https://www.trackawesomelist.com) - View the latest updates of Awesome lists.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsindresorhus%2Fawesome","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsindresorhus%2Fawesome","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsindresorhus%2Fawesome/lists"}