awesome

<img width="500" height="350" src="media/logo.svg" alt="Awesome">
<br>
<br>
<br>
<br>
<div>
    <sub>Check out my macOS app</sub>
    <br>
    <h2>
        <a href="https://sindresorhus.com/menu-bar-spacing">Menu Bar Spacing</a>
        <br>
        <sup>Customize the gap between menu bar items on macOS</sup>
    </h2>
</div>
<br>
<br>
<br>
<br>
<hr>
<p>
    <p>
        <sup>
            <a href="https://github.com/sponsors/sindresorhus">My open source work is supported by the community</a>
        </sup>
    </p>
    <sup>Special thanks to:</sup>
    <br>
    <br>
    <a href="https://workos.com/?utm_campaign=github_repo&utm_medium=referral&utm_content=awesome&utm_source=github">
        <div>
            <img src="https://sindresorhus.com/assets/thanks/workos-logo-white-bg.svg" width="200" alt="WorkOS">
        </div>
        <b>Your app, enterprise-ready.</b>
        <div>
            <sub>Start selling to enterprise customers with just a few lines of code.</sub>
            <br>
            <sup>Add Single Sign-On (and more) in minutes instead of months.</sup>
        </div>
    </a>
    <br>
    <br>
    <a href="https://transloadit.com?utm_source=sindresorhus&utm_medium=referral&utm_campaign=sponsorship&utm_content=awesome">
        <picture>
            <source width="340" media="(prefers-color-scheme: dark)" srcset="https://sindresorhus.com/assets/thanks/transloadit-logo-dark.svg">
            <source width="340" media="(prefers-color-scheme: light)" srcset="https://sindresorhus.com/assets/thanks/transloadit-logo.svg">
            <img width="340" src="https://sindresorhus.com/assets/thanks/transloadit-logo.svg" alt="Transloadit logo">
        </picture>
    </a>
    <br>
    <br>
    <br>
    <a href="https://logto.io/?ref=sindre">
        <div>
            <picture>
                <source width="200" media="(prefers-color-scheme: dark)" srcset="https://sindresorhus.com/assets/thanks/logto-logo-dark.svg?x">
                <source width="200" media="(prefers-color-scheme: light)" srcset="https://sindresorhus.com/assets/thanks/logto-logo-light.svg?x">
                <img width="200" src="https://sindresorhus.com/assets/thanks/logto-logo-light.svg?x" alt="Logto logo">
            </picture>
        </div>
        <b>The better identity infrastructure for developers</b>
        <div>
            <sup>Logto is an open-source Auth0 alternative designed for every app.</sup>
        </div>
    </a>
    <br>
    <br>
    <a href="https://encore.dev?utm_campaign=github_repo&utm_medium=referral&utm_content=sindre&utm_source=github">
        <div>
            <picture>
                <source width="230" media="(prefers-color-scheme: dark)" srcset="https://sindresorhus.com/assets/thanks/encore-logo-dark.svg">
                <source width="230" media="(prefers-color-scheme: light)" srcset="https://sindresorhus.com/assets/thanks/encore-logo-light.svg">
                <img width="230" src="https://sindresorhus.com/assets/thanks/encore-logo-light.svg" alt="Encore logo">
            </picture>
        </div>
        <b>The development platform for building type-safe distributed systems</b>
        <div>
            <sup>End-to-end tooling from local development to automated DevOps and infrastructure in your AWS/GCP.</sup>
        </div>
    </a>
    <br>
    <br>
    <a href="https://nitric.io/?utm_campaign=github_repo&utm_medium=referral&utm_content=sindresorhus&utm_source=github">
        <div>
            <img width="230" src="https://sindresorhus.com/assets/thanks/nitric-logo.svg" alt="nitric logo">
        </div>
        <b>Effortless backends with infrastructure from code</b>
        <div>
            <sup>An open-source framework that supports any programming language, cloud provider, or deployment automation tool.</sup>
        </div>
    </a>
    <br>
    <br>
    <br>
</p>
<hr>
<br>
<br>
<br>
<br>

<a href="awesome.md">What is an awesome list?</a>&nbsp;&nbsp;&nbsp;
<a href="contributing.md">Contribution guide</a>&nbsp;&nbsp;&nbsp;
<a href="create-list.md">Creating a list</a>&nbsp;&nbsp;&nbsp;
<a href="https://twitter.com/awesome__re">Twitter</a>&nbsp;&nbsp;&nbsp;

Just type <a href="https://awesome.re"><code>awesome.re</code></a> to go here. Check out my <a href="https://sindresorhus.com/apps">apps</a> and follow me on <a href="https://twitter.com/sindresorhus">Twitter</a>.

Contents

• Platforms
• Programming Languages
• Front-End Development
• Back-End Development
• Computer Science
• Big Data
• Theory
• Books
• Editors
• Gaming
• Development Environment
• Entertainment
• Databases
• Media
• Learn
• Security
• Content Management Systems
• Hardware
• Business
• Work
• Networking
• Decentralized Systems
• Health and Social Science
• Events
• Testing
• Miscellaneous
• Related

Platforms

• Node.js - Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.
  • Cross-Platform - Writing cross-platform code on Node.js.
• Frontend Development
• iOS - Mobile operating system for Apple phones and tablets.
• Android - Mobile operating system developed by Google.
• IoT & Hybrid Apps
• Electron - Cross-platform native desktop apps using JavaScript/HTML/CSS.
• Cordova - JavaScript API for hybrid apps.
• React Native - JavaScript framework for writing natively rendering mobile apps for iOS and Android.
• Xamarin - Mobile app development IDE, testing, and distribution.
• Linux
  • Containers
  • eBPF - Virtual machine that allows you to write more efficient and powerful tracing and monitoring for Linux systems.
  • Arch-based Projects - Linux distributions and projects based on Arch Linux.
  • AppImage - Package apps in a single file that works on various mainstream Linux distributions.
• macOS - Operating system for Apple's Mac computers.
  • Screensavers
  • Apps
  • Open Source Apps
• watchOS - Operating system for the Apple Watch.
• JVM
• Salesforce
• Amazon Web Services
• Windows - Consumer desktop operating system.
  • PowerToys Run Plugins - Community plugins for the Windows quick launcher.
• IPFS - P2P hypermedia protocol.
• Fuse - Mobile development tools.
• Heroku - Cloud platform as a service.
• Raspberry Pi - Credit card-sized computer aimed at teaching kids programming, but capable of a lot more.
• Qt - Cross-platform GUI app framework.
• WebExtensions - Cross-browser extension system.
• Smart TV - Create apps for different TV platforms.
• GNOME - Simple and distraction-free desktop environment for Linux.
• KDE - A free software community dedicated to creating an open and user-friendly computing experience.
• .NET
  • Core
  • Roslyn - Open-source compilers and code analysis APIs for C# and VB.NET languages.
• Amazon Alexa - Virtual home assistant.
• DigitalOcean - Cloud computing platform designed for developers.
• Flutter - Google's mobile SDK for building native iOS and Android apps from a single codebase written in Dart.
• Home Assistant - Open source home automation that puts local control and privacy first.
• IBM Cloud - Cloud platform for developers and companies.
• Firebase - App development platform built on Google Cloud.
• Robot Operating System 2.0 - Set of software libraries and tools that help you build robot apps.
• Adafruit IO - Visualize and store data from any device.
• Cloudflare - CDN, DNS, DDoS protection, and security for your site.
• Actions on Google - Developer platform for Google Assistant.
• ESP - Low-cost microcontrollers with WiFi and broad IoT applications.
• Deno - A secure runtime for JavaScript and TypeScript that uses V8 and is built in Rust.
• DOS - Operating system for x86-based personal computers that was popular during the 1980s and early 1990s.
• Nix - Package manager for Linux and other Unix systems that makes package management reliable and reproducible.
• Integration - Linking together different IT systems (components) to functionally cooperate as a whole.
• Node-RED - A programming tool for wiring together hardware devices, APIs, and online services.
• Low Code - Allowing business professionals to address their needs on their own with little to no coding skills.
• Capacitor - Cross-platform open source runtime for building Web Native apps.
• ArcGIS Developer - Mapping and location analysis platform for developers.
• Bluetooth Low Energy - Low-power wireless communication protocol ideal for IoT, wearables, and other battery-powered applications.
• Uno Platform - Open-source .NET UI platform for building cross-platform apps.
• Google Cloud - Cloud computing services by Google.

Programming Languages

• JavaScript
  • Promises
  • Standard Style - Style guide and linter.
  • Must Watch Talks
  • Tips
  • Network Layer
  • Micro npm Packages
  • Mad Science npm Packages - Impossible sounding projects that exist.
  • Maintenance Modules - For npm packages.
  • npm - Package manager.
  • AVA - Test runner.
  • ESLint - Linter.
  • Functional Programming
  • Observables
  • npm scripts - Task runner.
  • 30 Seconds of Code - Code snippets you can understand in 30 seconds.
  • Ponyfills - Like polyfills but without overriding native APIs.
• Swift - Apple's compiled programming language that is secure, modern, programmer-friendly, and fast.
  • Education
  • Playgrounds
• Python - General-purpose programming language designed for readability.
  • Asyncio - Asynchronous I/O in Python 3.
  • Scientific Audio - Scientific research in audio/music.
  • CircuitPython - A version of Python for microcontrollers.
  • Data Science - Data analysis and machine learning.
  • Typing - Optional static typing for Python.
  • MicroPython - A lean and efficient implementation of Python 3 for microcontrollers.
• Rust
  • Pest - Parser generator.
• Haskell
• PureScript
• Go
• Scala
  • Scala Native - Optimizing ahead-of-time compiler for Scala based on LLVM.
• Ruby
• Clojure
• ClojureScript
• Elixir
• Elm
• Erlang
• Julia - High-level dynamic programming language designed to address the needs of high-performance numerical analysis and computational science.
• Lua
• C
• C/C++ - General-purpose language with a bias toward system programming and embedded, resource-constrained software.
• R - Functional programming language and environment for statistical computing and graphics.
  • Learning
• D
• Common Lisp - Powerful dynamic multiparadigm language that facilitates iterative and interactive development.
  • Learning
• Perl
• Groovy
• Dart
• Java - Popular secure object-oriented language designed for flexibility to "write once, run anywhere".
  • RxJava
• Kotlin
• OCaml
• ColdFusion
• Fortran
• PHP - Server-side scripting language.
  • Composer - Package manager.
• Pascal
• AutoHotkey
• AutoIt
• Crystal
• Frege - Haskell for the JVM.
• CMake - Build, test, and package software.
• ActionScript 3 - Object-oriented language targeting Adobe AIR.
• Eta - Functional programming language for the JVM.
• Idris - General purpose pure functional programming language with dependent types influenced by Haskell and ML.
• Ada/SPARK - Modern programming language designed for large, long-lived apps where reliability and efficiency are essential.
• Q# - Domain-specific programming language used for expressing quantum algorithms.
• Imba - Programming language inspired by Ruby and Python and compiles to performant JavaScript.
• Vala - Programming language designed to take full advantage of the GLib and GNOME ecosystems, while preserving the speed of C code.
• Coq - Formal language and environment for programming and specification which facilitates interactive development of machine-checked proofs.
• V - Simple, fast, safe, compiled language for developing maintainable software.
• Zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
• Move - Domain-specific programming language for writing safe smart contracts.
• Esolangs - Programming languages designed for experimentation or as jokes rather than actual use.

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Front-End Development

• ES6 Tools
• Web Performance Optimization
• Web Tools
• CSS - Style sheet language that specifies how HTML elements are displayed on screen.
  • Critical-Path Tools
  • Scalability
  • Must-Watch Talks
  • Protips
  • Frameworks
• React - JavaScript library for building user interfaces.
  • Relay - Framework for building data-driven React apps.
  • React Hooks - Lets you use state and other React features without writing a class.
• Web Components
• Polymer - JavaScript library to develop Web Components.
• Angular - App framework.
• Backbone - App framework.
• HTML5 - Markup language used for websites & web apps.
• SVG - XML-based vector image format.
• Canvas
• KnockoutJS - JavaScript library.
• Dojo Toolkit - JavaScript toolkit.
• Inspiration
• Ember - App framework.
• Android UI
• iOS UI
• Meteor
• BEM
• Flexbox
• Web Typography
• Web Accessibility
• Material Design
• D3 - Library for producing dynamic, interactive data visualizations.
• Emails
• jQuery - Easy to use JavaScript library for DOM manipulation.
  • Tips
• Web Audio
• Offline-First
• Static Website Services
• Cycle.js - Functional and reactive JavaScript framework.
• Text Editing
• Motion UI Design
• Vue.js - App framework.
• Marionette.js - App framework.
• Aurelia - App framework.
• Charting
• Ionic Framework
• Chrome DevTools
• PostCSS - CSS tool.
• Draft.js - Rich text editor framework for React.
• Service Workers
• Progressive Web Apps
• choo - App framework.
• Redux - State container for JavaScript apps.
• Browserify - Module bundler.
• Sass - CSS preprocessor.
• Ant Design - Enterprise-class UI design language.
• Less - CSS preprocessor.
• WebGL - JavaScript API for rendering 3D graphics.
• Preact - App framework.
• Progressive Enhancement
• Next.js - Framework for server-rendered React apps.
• lit - Library for building web components with a declarative template system.
• JAMstack - Modern web development architecture based on client-side JavaScript, reusable APIs, and prebuilt markup.
• WordPress-Gatsby - Web development technology stack with WordPress as a back end and Gatsby as a front end.
• Mobile Web Development - Creating a great mobile web experience.
• Storybook - Development environment for UI components.
• Blazor - .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
• PageSpeed Metrics - Metrics to help understand page speed and user experience.
• Tailwind CSS - Utility-first CSS framework for rapid UI development.
• Seed - Rust framework for creating web apps running in WebAssembly.
• Web Performance Budget - Techniques to ensure certain performance metrics for a website.
• Web Animation - Animations in the browser with JavaScript, CSS, SVG, etc.
• Yew - Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.
• Material-UI - Material Design React components for faster and easier web development.
• Building Blocks for Web Apps - Standalone features to be integrated into web apps.
• Svelte - App framework.
• Design systems - Collection of reusable components, guided by rules that ensure consistency and speed.
• Inertia.js - Make single-page apps without building an API.
• MDBootstrap - Templates, layouts, components, and widgets to rapidly build websites.
• Master CSS - A virtual CSS language with enhanced syntax.
• Hydrogen - Edge-first framework for building Shopify storefronts with React.
• Tiny JS - Frontend libraries that fit into 2 kB with dependencies.
• Frontend GIS - Geographic Information Systems (GIS) for web browsers.

Back-End Development

• Flask - Python framework.
• Docker
• Vagrant - Automation virtual machine environment.
• Pyramid - Python framework.
• Play1 Framework
• CakePHP - PHP framework.
• Symfony - PHP framework.
  • Education
• Laravel - PHP framework.
  • Education
  • TALL Stack - Full-stack development solution featuring libraries built by the Laravel community.
• Rails - Web app framework for Ruby.
  • Gems - Packages.
• Phalcon - PHP framework.
• Useful .htaccess Snippets
• nginx - Web server.
• Dropwizard - Java framework.
• Kubernetes - Open-source platform that automates Linux container operations.
• Lumen - PHP micro-framework.
• Serverless Framework - Serverless computing and serverless architectures.
• Apache Wicket - Java web app framework.
• Vert.x - Toolkit for building reactive apps on the JVM.
• Terraform - Tool for building, changing, and versioning infrastructure.
• Vapor - Server-side development in Swift.
• Dash - Python web app framework.
• FastAPI - Python web app framework.
• CDK - Open-source software development framework for defining cloud infrastructure in code.
• IAM - User accounts, authentication and authorization.
• Slim - PHP framework.
• Fiber - Web framework built on top of Fasthttp, the fastest HTTP engine for Go.
• Kustomize - Kubernetes native declarative configuration management tool.
• OpenTofu - Open-source infrastructure as code tool.
• Reflex - Python web framework for building both your frontend and backend with no JavaScript.

Computer Science

• University Courses
• Data Science
  • Tutorials
• Machine Learning
  • Tutorials
  • ML with Ruby - Learning, implementing, and applying Machine Learning using Ruby.
  • Core ML Models - Models for Apple's machine learning framework.
  • H2O - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
  • Software Engineering for Machine Learning - From experiment to production-level machine learning.
  • AI in Finance - Solving problems in finance with machine learning.
  • JAX - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
  • XAI - Providing insight, explanations, and interpretability to machine learning methods.
• Speech and Natural Language Processing
  • Spanish
  • NLP with Ruby
  • Question Answering - The science of asking and answering in natural language with a machine.
  • Natural Language Generation - Generation of text used in data to text, conversational agents, and narrative generation applications.
• Linguistics
• Cryptography
  • Papers - Theory basics for using cryptography by non-cryptographers.
• Computer Vision
• Deep Learning - Neural networks.
  • TensorFlow - Library for machine intelligence.
  • TensorFlow.js - WebGL-accelerated machine learning JavaScript library for training and deploying models.
  • TensorFlow Lite - Framework that optimizes TensorFlow models for on-device machine learning.
  • Papers - The most cited deep learning papers.
  • Education
• Deep Vision
• Open Source Society University
• Functional Programming
• Empirical Software Engineering - Evidence-based research on software systems.
• Static Analysis & Code Quality
• Information Retrieval - Learn to develop your own search engine.
• Quantum Computing - Computing which utilizes quantum mechanics and qubits on quantum computers.
• Theoretical Computer Science - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
• Conversational AI - Build awesome chatbots and digital assistants.
• Generative AI - Automatically generate a wide range of unique content in text, image and audio format.

Big Data

• Big Data
• Public Datasets
• Hadoop - Framework for distributed storage and processing of very large data sets.
• Data Engineering
• Streaming
• Apache Spark - Unified engine for large-scale data processing.
• Qlik - Business intelligence platform for data visualization, analytics, and reporting apps.
• Splunk - Platform for searching, monitoring, and analyzing structured and unstructured machine-generated big data in real-time.
• Network Analysis

Theory

• Papers We Love
• Talks
• Algorithms
  • Education - Learning and practicing.
• Algorithm Visualizations
• Artificial Intelligence
• Search Engine Optimization
• Competitive Programming
• Math
• Recursion Schemes - Traversing nested data structures.
• Audit Algorithms - Algorithmic audits of algorithms.
• AGI & CoCoSci - The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).
• Complex Systems - The scientific field studying systems with multiple interacting parts and emergent properties.
• VLM Architectures - Vision Language Model architectures.

Books

• Free Programming Books
• Go Books
• R Books
• Mind Expanding Books
• Book Authoring
• Elixir Books

Editors

• Sublime Text
• Vim
• Neovim - Vim-fork focused on extensibility and usability.
• Emacs
• Atom - Open-source and hackable text editor.
• Visual Studio Code - Cross-platform open-source text editor.

Gaming

• Game Development
• Game Talks
• Godot - Game engine.
• Open Source Games
• Unity - Game engine.
• Chess
• LÖVE - Game engine.
• PICO-8 - Fantasy console.
• Game Boy Development
• Construct 2 - Game engine.
• Gideros - Game engine.
• Minecraft - Sandbox video game.
• ComputerCraft - Minecraft mod that adds programmable computers.
• Game Datasets - Materials and datasets for Artificial Intelligence in games.
• Haxe Game Development - A high-level strongly typed programming language used to produce cross-platform native code.
• libGDX - Java game framework.
• PlayCanvas - Game engine.
• Game Remakes - Actively maintained open-source game remakes.
• Flame - Game engine for Flutter.
• Discord Communities - Chat with friends and communities.
• CHIP-8 - Virtual computer game machine from the 70s.
• Games of Coding - Learn a programming language by making games.
• Esports - Video games played as a sport.
• Learn Gamedev - The craft of video game creation.
• Game Engine Development - Building software to speed up game creation.
• GameMaker - Game engine.
• Game Production - Leading the process of designing, developing, testing and distributing a video game from concept to release.
• Babylon.js - Game engine for cross-platform web and native game development.

Development Environment

• Quick Look Plugins - For macOS.
• Dev Env
• Dotfiles
• Shell
• Fish - User-friendly shell.
• Command-Line Apps
• ZSH Plugins
• GitHub - Hosting service for Git repositories.
  • Browser Extensions
  • Cheat Sheet
  • Pinned Gists - Dynamic pinned gists for your GitHub profile.
• Git Cheat Sheet & Git Flow
• Git Tips
• Git Add-ons - Enhance the git CLI.
• Git Hooks - Scripts for automating tasks during git workflows.
• SSH
• FOSS for Developers
• Hyper - Cross-platform terminal app built on web technologies.
• PowerShell - Cross-platform object-oriented shell.
• Alfred Workflows - Productivity app for macOS.
• Terminals Are Sexy
• GitHub Actions - Create tasks to automate your workflow and share them with others on GitHub.

Entertainment

• Science Fiction - Scifi.
• Fantasy
• Podcasts
• Email Newsletters
• IT Quotes

Databases

• Database
• MySQL
• SQLAlchemy
• InfluxDB
• Neo4j
• MongoDB - NoSQL database.
• RethinkDB
• TinkerPop - Graph computing framework.
• PostgreSQL - Object-relational database.
• CouchDB - Document-oriented NoSQL database.
• HBase - Distributed, scalable, big data store.
• NoSQL Guides - Help on using non-relational, distributed, open-source, and horizontally scalable databases.
• Database Tools - Everything that makes working with databases easier.
• TypeDB - Logical database to organize large and complex networks of data as one body of knowledge.
• Cassandra - Open-source, distributed, wide column store, NoSQL database management system.
• TDengine - An open-source time-series database with high-performance, scalability, and SQL support.
• Supabase - An open-source alternative to Firebase.
• PocketBase - An open-source, Go-based backend in one file.
• Neon - An open-source alternative to AWS Aurora.

Media

• Creative Commons Media
• Fonts
• Codeface - Text editor fonts.
• Stock Resources
• GIF - Image format known for animated images.
• Music
• Open Source Documents
• Audio Visualization
• Broadcasting
• Pixel Art - Pixel-level digital art.
• FFmpeg - Cross-platform solution to record, convert and stream audio and video.
• Icons - Downloadable SVG/PNG/font icon projects.
• Audiovisual - Lighting, audio and video in professional environments.
• VLC - Cross-platform media player software and streaming server.

Learn

• CLI Workshoppers - Interactive tutorials.
• Learn to Program
• Speaking
• Tech Videos
• Dive into Machine Learning
• Computer History
• Programming for Kids
• STEAM - Supplements for specific science, technology, engineering, arts, and math (STEAM) courses across all grade levels.
• Educational Games - Learn while playing.
• JavaScript Learning
• CSS Learning - Mainly about CSS – the language and the modules.
• Product Management - Learn how to be a better product manager.
• Roadmaps - Gives you a clear route to improve your knowledge and skills.
• YouTubers - Watch video tutorials from YouTubers that teach you about technology.
• Hackathon - Running fun and productive hackathons.
• Certificates - Free computer science certifications to showcase your knowledge.

Security

• Application Security
• Security
• CTF - Capture The Flag.
• Cyber Security University - Free educational resources that focus on learning by doing.
• Malware Analysis
• Android Security
• Hacking
• Hacking Spots
• Honeypots - Deception trap, designed to entice an attacker into attempting to compromise the information systems in an organization.
• Incident Response
• Vehicle Security and Car Hacking
• Web Security - Security of web apps & services.
• Lockpicking - The art of unlocking a lock by manipulating its components without the key.
• Cybersecurity Blue Team - Groups of individuals who identify security flaws in information technology systems.
• Fuzzing - Automated software testing technique that involves feeding pseudo-randomly generated input data.
• Embedded and IoT Security
• GDPR - Regulation on data protection and privacy for all individuals within EU.
• DevSecOps - Integration of security practices into DevOps.
• Executable Packing - Packing and unpacking executable formats.
• Malware Persistence - Techniques that adversaries use to keep access to systems across restarts.
• EVM Security - Understanding the Ethereum Virtual Machine security ecosystem.
• Password Cracking - The process of recovering passwords from data that has been stored in or transmitted by a system in scrambled form.
• Security Card Games - Train your skills and discuss various security topics.
• Suricata - Intrusion detection/prevention system and network security monitoring engine.
• Prompt Injection - A type of vulnerability that specifically targets machine learning models.
• Detection Engineering - Design, build, and operate detective cybersecurity controls.
• Annual Security Reports - Exploring cybersecurity trends, insights, and challenges.

Content Management Systems

• Umbraco
• Refinery CMS - Ruby on Rails CMS.
• Wagtail - Django CMS focused on flexibility and user experience.
• Textpattern - Lightweight PHP-based CMS.
• Drupal - Extensible PHP-based CMS.
• Craft CMS - Content-first CMS.
• Sitecore - .NET digital marketing platform that combines CMS with tools for managing multiple websites.
• Silverstripe CMS - PHP MVC framework that serves as a classic or headless CMS.
• Directus - A real-time API and app dashboard for managing SQL database content.
• Plone - Open source Python CMS.

Hardware

• Robotics
• Internet of Things
• Electronics - For electronic engineers and hobbyists.
• Bluetooth Beacons
• Electric Guitar Specifications - Checklist for building your own electric guitar.
• Plotters - Computer-controlled drawing machines and other visual art robots.
• Robotic Tooling - Free and open tools for professional robotic development.
• LIDAR - Sensor for measuring distances by illuminating the target with laser light.
• Open Hardware - Open-source hardware projects.
• ADS-B - Technology broadcasting aircraft's identity, position, and data periodically.
• Flying FPV - Open hardware and software related to drones / UAVs.

Business

• Open Companies
• Places to Post Your Startup
• OKR Methodology - Goal setting & communication best practices.
• Leading and Managing - Leading people and being a manager in a technology company/environment.
• Indie - Independent developer businesses.
• Tools of the Trade - Tools used by companies on Hacker News.
• Clean Tech - Fighting climate change with technology.
• Wardley Maps - Provides high situational awareness to help improve strategic planning and decision making.
• Social Enterprise - Building an organization primarily focused on social impact that is at least partially self-funded.
• Engineering Team Management - How to transition from software development to engineering management.
• Developer-First Products - Products that target developers as the user.
• Billing - Payments, invoicing, pricing, accounting, marketplace, fraud, and business intelligence.
• Engineering Strategy - How to design and execute engineering strategies for tech leadership.

Work

• Slack - Team collaboration.
  • Communities
• Remote Jobs
• Productivity
• Niche Job Boards
• Programming Interviews
• Code Review - Reviewing code.
• Creative Technology - Businesses & groups that specialize in combining computing, design, art, and user experience.
• Internships - CV writing guides and companies that hire interns.

Networking

• Software-Defined Networking
• PCAPTools
• Real-Time Communications - Network protocols for near simultaneous exchange of media and data.
• SNMP - A protocol for collecting, modifying, and organizing information about managed devices on IP networks.
• Scapy - Python-based interactive packet manipulation.

Decentralized Systems

• Bitcoin - Bitcoin services and tools for software developers.
• Ripple - Open source distributed settlement network.
• Non-Financial Blockchain - Non-financial blockchain applications.
• Mastodon - Open source decentralized microblogging network.
• Ethereum - Distributed computing platform for smart contract development.
• Blockchain AI - Blockchain projects for artificial intelligence and machine learning.
• EOSIO - A decentralized operating system supporting industrial-scale apps.
• Corda - Open source blockchain platform designed for business.
• Waves - Open source blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.
• Substrate - Framework for writing scalable, upgradeable blockchains in Rust.
• Golem - Open source peer-to-peer marketplace for computing resources.
• Stacks - A smart contract platform secured by Bitcoin.
• Algorand - An open-source, proof of stake blockchain and smart contract computing platform.
• ZeroNet - A decentralized web-like network of peer-to-peer users.
• Cosmos SDK - Modular framework for building app-specific blockchains in Go.
• Tor - A free overlay network for enabling anonymous communication.

Health and Social Science

• Biomedical Information Extraction - How to extract information from unstructured biomedical data and text.
• Computational Neuroscience - A multidisciplinary science which uses computational approaches to study the nervous system.
• Diversity - Creating a more inclusive and diverse tech community.
• Digital History - Computer-aided scientific investigation of history.
• Empathy in Engineering - Building and promoting more compassionate engineering cultures.
• Healthcare - Open source healthcare software for facilities, providers, developers, policy experts, and researchers.
• Humane Technology - Open source projects that help improve society.
• Mental Health - Mental health awareness and self-care in the software industry.
• Neuroscience - Study of the nervous system and brain.
• Digital Humanities - Software for humanities scholars using quantitative or computational methods.
• Lucid Dreams - A dream where one becomes aware they are dreaming.

Events

• Creative Tech Events - Events around the globe for creative coding, tech, design, music, arts and cool stuff.
• Events in Italy - Tech-related events in Italy.
• Events in the Netherlands - Tech-related events in the Netherlands.

Testing

• Testing - Software testing.
• Visual Regression Testing - Ensures changes did not break the functionality or style.
• Selenium - Open-source browser automation framework and ecosystem.
• Appium - Test automation tool for apps.
• TAP - Test Anything Protocol.
• JMeter - Load testing and performance measurement tool.
• k6 - Open-source, developer-centric performance monitoring and load testing solution.
• Playwright - Node.js library to automate Chromium, Firefox and WebKit with a single API.
• Quality Assurance Roadmap - How to start & build a career in software testing.
• Gatling - Open-source load and performance testing framework based on Scala, Akka, and Netty.

Miscellaneous

• Scientific Writing - Distraction-free scientific writing with Markdown, reStructuredText and Jupyter notebooks.
• JSON - Text based data interchange format.
  • GeoJSON
  • Datasets
• CSV - A text file format that stores tabular data and uses a comma to separate values.
• Discounts for Student Developers
• Radio
• Awesome - Recursion illustrated.
• Analytics
• REST
• Continuous Integration and Continuous Delivery
• Services Engineering
• Free for Developers
• Answers - Stack Overflow, Quora, etc.
• Sketch - Design app for macOS.
• Boilerplate Projects
• Readme
• GitHub Wiki - Comprehensive documentation on GitHub beyond README.
• Design and Development Guides
• Software Engineering Blogs
• Self Hosted
• FOSS Production Apps
• Gulp - Task runner.
• AMA - Ask Me Anything.
  • Answers
• Open Source Photography
• OpenGL - Cross-platform API for rendering 2D and 3D graphics.
• GraphQL
• Urban & Regional Planning - Concerning the built environment and communities.
• Transit
• Research Tools
• Data Visualization
• Microservices
• Unicode - Unicode standards, quirks, packages and resources.
  • Code Points
• Beginner-Friendly Projects
• Katas
• Tools for Activism
• Citizen Science - For community-based and non-institutional scientists.
• MQTT - "Internet of Things" connectivity protocol.
• For Girls
• Vorpal - Node.js CLI framework.
• Vulkan - Low-overhead, cross-platform 3D graphics and compute API.
• LaTeX - Typesetting language.
• Economics - An economist's starter kit.
• Funny Markov Chains
• Bioinformatics
• Cheminformatics - Informatics techniques applied to problems in chemistry.
• Colorful - Choose your next color scheme.
• Steam - Digital distribution platform.
• Bots - Building bots.
• Site Reliability Engineering
• DTrace - Dynamic tracing framework.
• Userscripts - Enhance your browsing experience.
• Pokémon - Pokémon and Pokémon GO.
• ChatOps - Managing technical and business operations through a chat.
• Falsehood - Falsehoods programmers believe in.
• Domain-Driven Design - Software development approach for complex needs by connecting the implementation to an evolving model.
• Quantified Self - Self-tracking through technology.
• SaltStack - Python-based config management system.
• Web Design - For digital designers.
• Creative Coding - Programming something expressive instead of something functional.
• No-Login Web Apps - Web apps that work without login.
• Free Software - Free as in freedom.
• Framer - Prototyping interactive UI designs.
• Markdown - Markup language.
• Dev Fun - Funny developer projects.
• Magento 2 - Open Source eCommerce built with PHP.
• TikZ - Graph drawing packages for TeX/LaTeX/ConTeXt.
• Ad-Free - Ad-free alternatives.
• Prometheus - Open-source monitoring system.
• Homematic - Smart home devices.
• Ledger - Double-entry accounting on the command-line.
• Web Monetization - A free open web standard service that allows you to send money directly in your browser.
• Uncopyright - Public domain works.
• Crypto Currency Tools & Algorithms - Digital currency where encryption is used to regulate the generation of units and verify transfers.
• Open Source Supporters - Companies that offer their tools and services for free to open source projects.
• Design Principles - Create better and more consistent designs and experiences.
• Theravada - Teachings from the Theravada Buddhist tradition.
• inspectIT - Open source Java app performance management tool.
• Open Source Maintainers - The experience of being an open source maintainer.
• Calculators - Calculators for every platform.
• Captcha - A type of challenge–response test used in computing to determine whether or not the user is human.
• Jupyter - Create and share documents that contain code, equations, visualizations and narrative text.
• FIRST Robotics Competition - International high school robotics championship.
• Speakers - Conference and meetup speakers in the programming and design community.
• Board Games - Table-top gaming fun for all.
• Software Patreons - Fund individual programmers or the development of open source projects.
• Parasite - Parasites and host-pathogen interactions.
• Food - Food-related projects on GitHub.
• Bitcoin Payment Processors - Start accepting Bitcoin.
• Scientific Computing - Solving complex scientific problems using computers.
• Amazon Sellers
• Agriculture - Open source technology for farming and gardening.
• Product Design - Design a product from the initial concept to production.
• Prisma - Turn your database into a GraphQL API.
• Software Architecture - The discipline of designing and building software.
• Connectivity Data and Reports - Better understand who has access to telecommunication and internet infrastructure and on what terms.
• Stacks - Tech stacks for building different apps and features.
• Cytodata - Image-based profiling of biological phenotypes for computational biologists.
• IRC - Open source messaging protocol.
• Advertising - Advertising and programmatic media for websites.
• Earth - Find ways to resolve the climate crisis.
• Naming - Naming things in computer science done right.
• Web Archiving - An effort to preserve the Web for future generations.
• WP-CLI - Command-line interface for WordPress.
• Credit Modeling - Methods for classifying credit applicants into risk classes.
• Ansible - A Python-based, open source IT configuration management and automation platform.
• Biological Visualizations - Interactive visualization of biological data on the web.
• QR Code - A type of matrix barcode that can be used to store and share a small amount of information.
• Veganism - Making the plant-based lifestyle easy and accessible.
• Translations - The transfer of the meaning of a text from one language to another.
• Scriptable - An iOS app for automations in JavaScript.
• WebXR - Enables immersive virtual reality and augmented reality content on the web.
• Computational Geometry - Computational approaches for problems in geometry.
• OpenStreetMap - An open data mapping project utilized by many apps and devices.
• Computational Biology - Computational approaches applied to problems in biology.
• Read the Docs - Example documentation projects to inspire and help bootstrap new documentation projects.
• Quarto - Scientific and technical open-source publishing system built on Pandoc.
• Biological Image Analysis - Interpreting biological phenomena using images.
• ChatGPT - Artificial intelligence chatbot developed by OpenAI.
• Whisper - Open-source AI-powered speech recognition system developed by OpenAI.
• Stock Trading - Purchase and sale of equities of publicly traded companies with the aim of generating profits.
• Steam Deck - A handheld gaming computer developed by Valve.
• Astrophotography - Photography of astronomical objects, celestial events, or areas of the night sky.
• HPC - High Performance Computing.
• Geocaching - Outdoor treasure-hunting activity that uses GPS-enabled devices.
• Regex - Specialized language for matching patterns in text.

Related

• All Awesome Lists - All the Awesome lists on GitHub.
• Awesome Search - Quick search for Awesome lists.
• StumbleUponAwesome - Discover random pages from the Awesome dataset using a browser extension.
• Awesome CLI - A simple command-line tool to dive into Awesome lists.
• Awesome Viewer - A visualizer for all of the above Awesome lists.
• Track Awesome List - View the latest updates of Awesome lists.
• Open Source Heroes - Awesome - View Awesome lists with extra info like stars, last update, and license.