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araguaci — Wed, 02 Jul 2025 17:23:15 +0000

Shrijal Acharya for Composio

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Top 15 distros baseadas em Ubuntu: qual é a ideal para você?

araguaci — Fri, 06 Sep 2024 17:24:09 +0000

Conheça as 15 principais distribuições baseadas em Ubuntu, cada uma com características únicas para diferentes necessidades, desde iniciantes até especialistas.

Ubuntu é uma das distribuições Linux mais populares do mundo, conhecida por sua estabilidade, facilidade de uso e ampla comunidade de suporte. Derivada do Debian, o Ubuntu se tornou uma base sólida para muitas outras distribuições (ou distros), cada uma trazendo algo único à mesa. Se você está em busca de uma distribuição Linux que combine a robustez do Ubuntu com características específicas que atendam às suas necessidades, este post é para você. Vamos explorar as 15 melhores distros baseadas em Ubuntu para 2024, destacando o que cada uma oferece de especial e ajudando você a encontrar a ideal para o seu uso.

1. Linux Mint

A alternativa refinada ao Ubuntu

Lançado em 2006, Linux Mint rapidamente se tornou uma das distros mais populares baseadas em Ubuntu. O que torna o Linux Mint especial é seu foco em oferecer uma experiência de usuário que é familiar para aqueles que vêm do Windows, com uma interface amigável e um sistema pronto para uso, incluindo codecs de mídia pré-instalados.

Por que escolher Linux Mint?

Cinnamon Desktop: Oferece um ambiente de desktop que se assemelha ao layout clássico do Windows, ideal para novos usuários de Linux.
Fácil de usar: Inclui várias ferramentas e aplicativos que tornam a experiência de usuário mais fluida e acessível.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 2 GB (recomendado 4 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

2. Pop!_OS

A escolha dos desenvolvedores e criadores

Pop!_OS é uma distribuição Linux desenvolvida pela System76, uma empresa de hardware conhecida por seus laptops e desktops Linux. Com base no Ubuntu, Pop!_OS é otimizado para desenvolvedores, cientistas e criadores de conteúdo, oferecendo um ambiente de trabalho limpo e produtivo.

O que diferencia o Pop!_OS?

Tilting Window Manager: Vem com um gerenciador de janelas integrado que facilita o multitasking, aumentando a produtividade.
Performance otimizada: Pop!_OS é ajustado para oferecer desempenho superior em tarefas de computação intensiva.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 4 GB (recomendado 8 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

3. Zorin OS

A transição suave do Windows

Zorin OS é projetado para facilitar a transição dos usuários do Windows para o Linux. Com uma interface que pode ser configurada para se parecer com o Windows ou o macOS, o Zorin OS é ideal para aqueles que desejam um ambiente familiar sem sacrificar a flexibilidade do Linux.

Vantagens do Zorin OS

Zorin Appearance: Ferramenta que permite personalizar o desktop para parecer com o Windows ou macOS.
Desempenho otimizado: Zorin OS é otimizado para rodar rápido, mesmo em PCs mais antigos.

Requisitos mínimos:

Processador: Dual-core de 1 GHz ou superior
Memória RAM: 2 GB
Armazenamento: 10 GB de espaço livre
Resolução: 1024×768 ou superior

4. Elementary OS

O Linux mais bonito

Elementary OS é uma distribuição que se destaca por seu design minimalista e elegante. Inspirado no macOS, o Elementary OS é conhecido por sua atenção aos detalhes e por oferecer uma experiência de usuário limpa e focada.

O que torna o Elementary OS especial?

Pantheon Desktop: Um ambiente de desktop exclusivo, projetado para ser simples e intuitivo.
Foco em privacidade: Elementary OS é projetado com a privacidade do usuário em mente, evitando a coleta de dados.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 4 GB
Armazenamento: 15 GB de espaço livre
Resolução: 1024×768 ou superior

5. Kubuntu

O Ubuntu com KDE

Kubuntu é uma versão oficial do Ubuntu que usa o ambiente de desktop KDE Plasma, conhecido por sua flexibilidade e personalização. É ideal para usuários que preferem uma interface mais tradicional, mas ainda desejam a base sólida do Ubuntu.

Por que escolher o Kubuntu?

KDE Plasma: Um dos ambientes de desktop mais personalizáveis, oferecendo uma ampla gama de configurações e ajustes.
Compatibilidade com software Ubuntu: Como uma versão oficial do Ubuntu, o Kubuntu tem acesso ao mesmo vasto repositório de software.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 2 GB (recomendado 4 GB)
Armazenamento: 25 GB de espaço livre
Resolução: 1024×768 ou superior

6. Lubuntu

A leveza do Ubuntu

Lubuntu é uma distribuição baseada em Ubuntu que usa o ambiente de desktop LXQt, conhecido por sua leveza. É uma excelente escolha para computadores mais antigos ou para aqueles que preferem um sistema operacional rápido e eficiente.

Vantagens do Lubuntu

Desempenho rápido: Lubuntu é otimizado para desempenho, mesmo em hardware mais modesto.
Ambiente de desktop leve: LXQt é um dos ambientes de desktop mais leves disponíveis, mantendo a interface simples e rápida.

Requisitos mínimos:

Processador: Pentium 4 ou superior
Memória RAM: 512 MB (recomendado 1 GB)
Armazenamento: 10 GB de espaço livre
Resolução: 1024×768 ou superior

7. Xubuntu

A robustez leve do XFCE

Xubuntu é uma distribuição baseada em Ubuntu que utiliza o ambiente de desktop XFCE, conhecido por seu equilíbrio entre leveza e funcionalidade. É uma excelente escolha para aqueles que desejam um sistema operacional rápido sem abrir mão de recursos.

Por que considerar o Xubuntu?

Leve e funcional: XFCE oferece uma experiência de usuário que é ao mesmo tempo leve e rica em funcionalidades.
Personalização: Xubuntu permite uma boa personalização sem sacrificar o desempenho.

Requisitos mínimos:

Processador: Pentium 4 ou superior
Memória RAM: 512 MB (recomendado 1 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

8. Ubuntu Studio

A escolha dos criadores de conteúdo

Ubuntu Studio é uma distribuição baseada em Ubuntu projetada especificamente para criadores de conteúdo. Vem pré-instalado com uma vasta gama de softwares para edição de áudio, vídeo, gráficos e fotografia.

O que o Ubuntu Studio oferece?

Ferramentas de criação: Inclui softwares como Ardour, GIMP, e Blender, prontos para uso.
Desempenho otimizado: Ubuntu Studio é ajustado para oferecer um desempenho superior em tarefas de criação de conteúdo.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 4 GB (recomendado 8 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

9. Ubuntu MATE

A combinação de modernidade com o clássico GNOME 2

Ubuntu MATE é uma versão do Ubuntu que usa o ambiente de desktop MATE, uma continuação do GNOME 2. É ideal para aqueles que preferem uma interface de usuário mais tradicional, mas com todos os benefícios das atualizações modernas.

Por que escolher o Ubuntu MATE?

GNOME 2 reviveu: MATE oferece uma interface de usuário clássica que é familiar para muitos usuários de longa data do Linux.
Compatibilidade com hardware antigo: Ubuntu MATE é otimizado para rodar bem em computadores mais antigos, sem sacrificar funcionalidades.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 2 GB (recomendado 4 GB)
Armazenamento: 25 GB de espaço livre
Resolução: 1024×768 ou superior

10. Peppermint OS

Rápido e eficiente

Peppermint OS é uma distribuição leve baseada em Ubuntu que combina o ambiente de desktop LXDE com o XFCE. É projetado para ser rápido, eficiente e fácil de usar, tornando-se uma excelente escolha para computadores mais antigos.

O que diferencia o Peppermint OS?

Ice: Uma ferramenta exclusiva do Peppermint que permite criar “site-specific browsers” (SSBs), integrando aplicativos web ao desktop.
Desempenho leve: Peppermint é otimizado para velocidade e eficiência, rodando suavemente até em hardware modesto.

Requisitos mínimos:

Processador: Intel x86 ou superior
Memória RAM: 512 MB (recomendado 1 GB)
Armazenamento: 4 GB de espaço livre
Resolução: 1024×768 ou superior

11. Feren OS

Modernidade e customização

Feren OS é uma distribuição baseada em Ubuntu que se destaca por seu foco em personalização e uma interface moderna e polida. Feren OS é ideal para aqueles que desejam uma experiência de desktop bonita e funcional, com uma forte ênfase em usabilidade.

Por que escolher Feren OS?

Interface moderna: Feren OS vem com uma interface baseada no Cinnamon, mas altamente customizada para uma aparência moderna.
Ferramentas de personalização: Oferece diversas opções para personalizar o sistema ao gosto do usuário.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 2 GB (recomendado 4 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

12. LXLE

Revivendo PCs antigos

LXLE é uma distribuição baseada em Ubuntu que usa o ambiente de desktop LXDE, conhecido por sua leveza. LXLE é projetado especificamente para revitalizar computadores antigos, oferecendo uma interface amigável e rápida.

Subtítulo (H3): O que faz do LXLE uma boa escolha?

Desempenho leve: Ideal para hardware antigo, LXLE oferece uma experiência de usuário rápida e eficiente.
Recursos de recuperação: Inclui ferramentas e aplicativos focados em dar nova vida a PCs mais antigos.

Requisitos mínimos:

Processador: Pentium 4 ou superior
Memória RAM: 512 MB (recomendado 1 GB)
Armazenamento: 8 GB de espaço livre
Resolução: 1024×768 ou superior

13. Ubuntu Budgie

O Ubuntu com um toque de modernidade

Ubuntu Budgie é uma distribuição baseada em Ubuntu que utiliza o ambiente de desktop Budgie, conhecido por seu design moderno e minimalista. Ubuntu Budgie é ideal para usuários que desejam uma experiência de desktop elegante e funcional.

O que faz o Ubuntu Budgie se destacar?

Ambiente Budgie: Oferece um ambiente de desktop elegante, com uma interface limpa e intuitiva.
Simples e eficiente: Ubuntu Budgie combina simplicidade com eficiência, ideal para aqueles que querem um sistema pronto para usar.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 4 GB
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

14. Ubuntu Kylin

O Ubuntu para usuários chineses

Ubuntu Kylin é uma distribuição oficial do Ubuntu voltada para usuários chineses. Oferece uma interface otimizada para o mercado chinês, com suporte a aplicativos e serviços locais.

Vantagens do Ubuntu Kylin

Suporte a serviços locais: Inclui aplicativos e serviços populares na China, como o Kingsoft WPS Office e o Youdao Dictionary.
Interface adaptada: Oferece uma interface que é familiar e intuitiva para os usuários chineses.

Requisitos mínimos:

Processador: Dual-core de 2 GHz ou superior
Memória RAM: 2 GB (recomendado 4 GB)
Armazenamento: 20 GB de espaço livre
Resolução: 1024×768 ou superior

15. GalliumOS

Subtítulo (H2): Linux para Chromebooks

GalliumOS é uma distribuição Linux baseada em Ubuntu projetada especificamente para Chromebooks. GalliumOS é otimizado para oferecer um desempenho rápido e eficiente em hardware de Chromebook, superando as limitações do Chrome OS.

Por que considerar o GalliumOS?

Otimização para Chromebooks: GalliumOS é projetado para aproveitar ao máximo o hardware de Chromebooks, oferecendo uma experiência de usuário rápida e fluida.
Leve e eficiente: Com base no XFCE, GalliumOS é leve, tornando-se ideal para dispositivos com recursos limitados.

Requisitos mínimos:

Processador: Intel ou ARM compatível
Memória RAM: 2 GB
Armazenamento: 16 GB de espaço livre
Resolução: 1024×768 ou superior

Conclusão

As distribuições baseadas em Ubuntu oferecem uma ampla gama de opções para diferentes necessidades e preferências. Desde a elegância do Elementary OS até a leveza do Lubuntu, há uma distro para cada tipo de usuário. Ao explorar essas 15 distribuições, você pode encontrar a ideal para suas necessidades, seja você um criador de conteúdo, um gamer, ou apenas alguém procurando uma alternativa ao Windows ou macOS.

Se você gostou deste artigo, compartilhe com sua comunidade e explore mais dessas incríveis distribuições baseadas em Ubuntu.

FAQ (Perguntas Frequentes):

*Por que escolher uma distribuição baseada em Ubuntu?*

Distribuições baseadas em Ubuntu oferecem estabilidade, uma vasta comunidade de suporte, e uma ampla gama de softwares disponíveis, sendo ideais para diferentes tipos de usuários.

*Qual distribuição baseada em Ubuntu é melhor para iniciantes?*

Linux Mint e Zorin OS são ótimas escolhas para iniciantes devido à sua interface amigável e facilidade de uso.

*Qual a diferença entre Kubuntu e Ubuntu?*

Kubuntu utiliza o ambiente de desktop KDE Plasma, que oferece mais opções de personalização, enquanto o Ubuntu padrão usa o GNOME.

*Quais distros baseadas em Ubuntu são boas para PCs antigos?*

Lubuntu, Xubuntu e LXLE são excelentes para PCs antigos devido ao seu baixo consumo de recursos.

*Existe uma distro baseada em Ubuntu otimizada para Chromebooks?*

Sim, o GalliumOS é uma distribuição Linux baseada em Ubuntu otimizada especificamente para Chromebooks, oferecendo desempenho superior ao Chrome OS.

Fonte: sempreupdate

Remote software engineer jobs

araguaci — Sun, 11 Aug 2024 00:11:00 +0000

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Cloud Software Engineer, Developer Productivity- Remote

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Senior Software Engineer, Full Stack

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Software Engineer II, Perception

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Senior Software Engineer - REMOTE

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Senior Fullstack Software Engineer, Treat Team

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Frontend Software Engineer II, Care Transformation

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Senior Software Engineer

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Staff Software Engineer

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Software Engineer

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Source: https://www.commitasync.com/

Top 8 AI Open Source Software Libraries

araguaci — Wed, 24 Jul 2024 19:54:17 +0000

TensorFlow:
- Description: Deep learning and machine learning framework developed by Google.
- Github Source Code: TensorFlow
PyTorch:
- Description: Deep learning library primarily developed by Facebook.
- Github Source Code: PyTorch
Theano:
- Description: Python library for efficient evaluation of mathematical expressions.
- Github Source Code: Theano
Microsoft Cognitive Toolkit (CNTK):
- Description: Distributed deep learning toolkit by Microsoft.
- Github Source Code: CNTK
Torch:
- Description: Lua-based machine learning library by Facebook AI Research.
- Github Source Code: Torch
OpenCV:
- Description: Open-source computer vision library for image processing.
- Github Source Code: OpenCV
scikit-Learn:
- Description: Data analysis library and machine learning framework.
- Github Source Code: scikit-learn
OpenNN:
- Description: C++ library for advanced analytics and neural networks.

Sources:

Top 23 AI Open Source Software Libraries - E2E Networks

Here are the Top 23 AI Open Source Software Libraries: TensorFlow: Many years ago, deep learning started to exceed all other machine learning algorithms when giving extensive data. Google has seen it could use these deep neural networks to upgrade its services: Google search engine, Gmail & Photo.
e2enetworks - Top 23 AI Open Source Software Libraries

7 Best Open Source AI Libraries | Analytics Steps

TensorFlow. An ‘end-to-end’ open-source platform for ML, TensorFlowby Google is a flexible, efficient, and easy-to-use framework. With features like robust production, easy development, and impactful experimentation, this open-source AI library was launched in the year 2015. However, this library has only been released in the year 2021.
7 Best Open Source AI Libraries | Analytics Steps

GitHub - ml-tooling/best-of-python: A ranked list of awesome Python ...

Show 10 hidden projects... numpy (🥇51 · ⭐ 27K) - The fundamental package for scientific computing with Python. Unlicensed; Blaze
GitHub - ml-tooling/best-of-python

Tim Smith on LinkedIn: 13 Hidden Open-source Libraries to Become an AI ...

13 Hidden Open-Source Libraries to Level Up Your AI Game 🧙♂️🪄 If you're building AI applications, you NEED to check out this curated list of open-source tools and frameworks.
Tim Smith on LinkedIn: 13 Hidden Open-source Libraries to Become an AI

6 Killer Open-Source Libraries to Achieve AI Mastery in 2024

Lets begin 🤗. 1. DeepEval - Open-source Evaluation Infrastructure for LLMs. A good engineer can build, but an exceptional engineer can communicate the value of what they're built. DeepEval allows you to do exactly that. DeepEval allows you to unit test and debug your large language model (LLM, or just AI) applications at scale in both ...
6 Killer Open-Source Libraries to Achieve AI Mastery in 2024

Awesome Open Source Libraries for the Modern AI Stack - MAIS

Explore a curated collection of exceptional open-source libraries for generative AI meticulously reviewed or slated for review by The AI Engineer.
Awesome Open Source Libraries for the Modern AI Stack - MAIS

23 Open Source AI Libraries for 2023 - Medium

OpenCV — an open source computer vision tool. PyTorch — an open source machine learning framework. Sci-Kit Learn — an open source machine learning framework. LangChain — an open source ...
23 Open Source AI Libraries for 2023 - Medium

The Top 16 AI Frameworks and Libraries: A Beginner's Guide

PyTorch. Torch is an open-source machine learning library known for its dynamic computational graph and is favored by researchers. The framework is excellent for prototyping and experimentation. Moreover, it's empowered by growing community support, with tools like PyTorch being built on the library.
The Top 16 AI Frameworks and Libraries: A Beginner's Guide

The 7 Best Open Source AI Libraries You May Not Have Heard Of

Big Data Jobs The 7 Best Open Source AI Libraries: #7 DiffEqFlux.jl: Neural Differential Equations in Julia Language
The 7 Best Open Source AI Libraries You May Not Have Heard Of

7 Best Open Source Libraries for Artificial Intelligence

An open-source Artificial Intelligence (AI) library is a software framework or collection of tools and resources that are made available to the public for free
7 Best Open Source Libraries for Artificial Intelligence

Flower

araguaci — Sat, 01 Jun 2024 01:17:13 +0000

Check out this cool Pen!

Abstract Color Theme Tool

araguaci — Sat, 01 Jun 2024 01:15:46 +0000

Check out this cool Pen!

Google Cloud Skills Boost

araguaci — Sat, 20 Apr 2024 16:20:07 +0000

By Qwiklabs

Source: https://www.cloudskillsboost.google/paths/17

Machine Learning Engineer Learning Path

A Machine Learning Engineer designs, builds, productionizes, optimizes, operates, and maintains ML systems.

person: Managed by Google Cloud

A Machine Learning Engineer designs, builds, productionizes, optimizes, operates, and maintains ML systems. This learning path guides you through a curated collection of on-demand courses, labs, and skill badges that provide you with real-world, hands-on experience using Google Cloud technologies essential to the ML Engineer role. Once you complete the path, check out the Google Cloud Machine Learning Engineer certification to take the next steps in your professional journey.

01 - A Tour of Google Cloud Hands-on Labs

In this first hands-on lab you will access the Google Cloud console and use these basic Google Cloud features: Projects, Resources, IAM Users, Roles, Permissions, and APIs.

Start lab

02 - Introduction to AI and Machine Learning on Google Cloud

This course introduces the artificial intelligence (AI) and machine learning (ML) offerings on Google Cloud that support the data-to-AI lifecycle through AI foundations, AI development, and AI solutions. It explores the technologies, products, and tools available to build an ML...

Start course

03 - Launching into Machine Learning

The course begins with a discussion about data: how to improve data quality and perform exploratory data analysis. We describe Vertex AI AutoML and how to build, train, and deploy an ML model without writing a single line of code....

Start course

04 - TensorFlow on Google Cloud

This course covers designing and building a TensorFlow input data pipeline, building ML models with TensorFlow and Keras, improving the accuracy of ML models, writing ML models for scaled use, and writing specialized ML models.

Start course

05 - Feature Engineering

This course explores the benefits of using Vertex AI Feature Store, how to improve the accuracy of ML models, and how to find which data columns make the most useful features. This course also includes content and labs on feature...

Start course

06 - Machine Learning in the Enterprise

This course takes a real-world approach to the ML Workflow through a case study. An ML team faces several ML business requirements and use cases. The team must understand the tools required for data management and governance and consider the...

Start course

07 - Production Machine Learning Systems

This course covers how to implement the various flavors of production ML systems— static, dynamic, and continuous training; static and dynamic inference; and batch and online processing. You delve into TensorFlow abstraction levels, the various options for doing distributed training,...

Start course

08 - Computer Vision Fundamentals with Google Cloud

This course describes different types of computer vision use cases and then highlights different machine learning strategies for solving these use cases. The strategies vary from experimenting with pre-built ML models through pre-built ML APIs and AutoML Vision to building...

Start course

09 - Natural Language Processing on Google Cloud

This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow.

Start course

10 - Recommendation Systems on Google Cloud

In this course, you apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine. This is the fifth and final course of the Advanced Machine Learning on Google Cloud series.

Start course

11 - Machine Learning Operations (MLOps): Getting Started

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Machine...

Start course

12 - Machine Learning Operations (MLOps) with Vertex AI: Manage Features

Start course

13 - ML Pipelines on Google Cloud

access_time: 13 hours 15 minutes

In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production...

Start course

14 - Prepare Data for ML APIs on Google Cloud

access_time: 6 hours 30 minutes

Complete the introductory Prepare Data for ML APIs on Google Cloud skill badge to demonstrate skills in the following: cleaning data with Dataprep by Trifacta, running data pipelines in Dataflow, creating clusters and running Apache Spark jobs in Dataproc, and...

Start course

15 - Build and Deploy Machine Learning Solutions on Vertex AI

access_time: 8 hours 15 minutes

Earn a skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI course, where you will learn how to use Google Cloud's unified Vertex AI platform and its AutoML and custom training services to train, evaluate,...

Start course

Learning Go in 2024; From Beginner to Senior

araguaci — Sun, 31 Mar 2024 18:36:56 +0000

NOTE:
Save here for study later... Yes, I copy this because it's important... sorry......

By: Matt Boyle1

I have therefore split each of the levels into these categories. It’s impossible for this to be conclusive, but feel free to leave comments with other recommendations. I’ll check them out and add them if I think they are great.

Just Starting Out - The Beginner Gopher

If you have minimal/no Go experience start here. If you have built at least one Go application that has some business logic and it runs, you can probably graduate to the next section.

Books/Blogs

In this section some of the “blogs” could probably be in courses, but since they are not video I included them here.

A Tour of Go [FREE]- This is created by the Go team. It starts with Hello world and is an interactive tutorial that will teach you the basics of Golang.
Go By Example [FREE] - Similar to A tour of Go but it dives a little deeper and covers some slightly more “advanced” topics.
Effective Go [FREE]- Another official resource. Less interactive than the other two but the depth is amazing. If you work through this, you’ll be ready to write pretty much any Go application you want.
The Go Programming Language [PAID] - This book was originally published in 2015 but has held up to the test of time really well. I still hear great reviews from folks starting out with this one.
Introducing Go [PAID] - Same as above, this book came out in 2016 but continues to get good reviews from those who are starting out.
Let’s Go! [PAID]- This book gets rave reviews from folks just starting out. I bought a copy, and I can see why.
Golang Tutorial Series [FREE] - Old but still has a lot of great content.
For the love of Go [PAID] - John Arundel has tons of amazing Go content and books, but this one is an amazing introduction that is written in a really nice, casual style.

Video Courses/Conference Talks

Learn How To Code: Google's Go (golang) Programming Language with Todd Mcleod [PAID] - I fall into the category of folks who like to learn via video courses. I learned Go from Todd many years ago and as you can see from the amazing reviews, Todd continues to be a great teacher to many people.
Learn Go [FREE] - This course has great reviews and was built in partnership with Google.
Why I use Golang in 2024 [FREE] - It's always nice to hear the why from folks with experience, and I think this video explains it in a fun way.

What Should I Build?

At this stage, the most important thing you can do is just get familiar with the syntax, get Go working on your machine and find an IDE you like.

As a project, I recommend building something with the following requirements:

Is a CLI app.
When you run your program, it asks you for the date of birth.
The program calculates your age and prints it back to your console.
Do not use any third party libraries, use only the Go Standard library.

This might sound simple, but if you can complete this project without support then:

You have Go setup on your machine correctly, including setting up your IDE.
You have managed to navigate the standard library documentation to figure out how to create a CLI and read user input.
You have got go run working successfully.

If you're looking for further things to build, check out Coding Challenges. At this level, the WC task seems a good one.

Listen

Go For Beginners [FREE] - Gotime is the most popular Go podcast, and for good reason. There is some great content here if you want to learn a little more about what’s going on in the go community whilst you walk or workout.
Books that teach Go [FREE] - Some more recommendations here. Also talks about writing a book too if that’s something you aspire for :)

If you're enjoying this blog, be sure to subscribe to the byteSizeGo newsletter to be the first to get great content like this:

A Little Experience - The Junior Gopher

If you finished the CLI exercise mentioned above, then you’re ready to jump into the content below to take yourself to the next level! By the end of this section you should have a deeper understanding of Go, have built quite a few applications and be ready to start applying for jobs.

Books/Blogs

Domain-Driven Design with Golang [PAID, written by me] - As you start to write larger Go projects, you’re going to start wondering how to organize your projects. DDD is another acronym you will see come up often. This book is a gentle introduction to the concepts, and you don’t need any prior knowledge. In the second half of the book we also build two projects together.
100 Go Mistakes and how to avoid them [PAID] - This book really does help you avoid footguns. This is a book you may need to revisit at this level, as some of the content might seem a little advanced. However, I find it's good to skim over and have the patterns and concepts in your mind, as there have been a couple of times I have made a mistake and then realized it was called out in this book; I then grab it and look up the solution.
Let’s Go Further [PAID] - A follow up to Let’s go. Again, this one gets excellent reviews from folks who have read it. This is focused on API design specifically so keep that in mind if that is not the reason you are learning Go.
Learn Data Structures and Algorithms with Go [PAID] - Now you are familiar with the Go syntax, getting familiar with data structures will pay dividends. Go doesn’t have the equivalent to Java collections and you might be surprised at how many data structures and algorithms you have to build somewhat from scratch.
12 Factor Application with Docker & Go [PAID] - If you are going to be using Go for application development, it is important to understand how it fits into the container ecosystem, and I like the way this book approaches it.
How I keep myself alive with Go [FREE, written by me] - I got the pleasure of giving this blog as a keynote at gophercon Singapore. This post is my most popular and went viral. It's an interesting insight into how you can use Go to solve practical problems.

Video Courses/Conference Talks

Gophercises [FREE] - Gophercises are often shared as one of the best free resources there is. They feel like you are pairing with Jon as he builds projects, and you can follow a long at home. I’d recommend completing them alongside him, and then extending the project to add a little functionality yourself.
Web Development with Go [PAID] - Jon Calhoun has been teaching Go since the early days. He worked at Google and now hosts the Go Time podcast. This course is excellent and very comprehensive. I gave a couple of copies away in my Go Twitter Community and feedback was incredibly positive.
Learn Go With Tests [FREE] - You’ll hear mention testing a lot as you learn more and more Go, and hear the phrase TDD thrown around. This amazing book will help you learn what it is, how to do it and teach you more Go as you do so. I highly recommend this one.
When to use Generics [FREE] - As you continue your Go journey, you’re going to hear about generics a lot, because they are a hot topic. I have my own opinions on their usage, but in this video the Go team themselves share best practises on
Structured Logging in the standard library [FREE] - I teach structured logging in my debugging course, and I think its one of the earliest optimizations you can make to improve developer experience. This video is an amazing introduction on how you can do it using the new tools in the standard library.
What we got wrong, what we got right in Go [ FREE] - Now you know a little more about Go, you should watch this retrospective by Rob Pike (who is in the Go team at Google) on some of the decisions they made whilst developing the language. Its incredibly insightful and interesting.

What Should I Build?

Exchange rate server

Requirements

Write a http server with an endpoint that takes a currency pair. For example /exchange/GBP/USD. For that currency pair, it should list today’s exchange rate, the exchange rate for the past 7 days and whether today is a good day to buy.
Whether it is a good day to buy or not can be super naive, I recommend just averaging the last 7 days and seeing if it is lower than today. However, this is flexible.
Make sure the logic is well tested.

Commentary

The GO team provide guidance on how to organize a project: https://go.dev/doc/modules/layout and here is a post by the legendary Dave Cheney on how to write Table tests: https://dave.cheney.net/2019/05/07/prefer-table-driven-tests.

Here’s a great post on creating a go module: https://go.dev/doc/tutorial/create-module

I believe with all this, you’ll be in a good spot to have a first pass at this. Do not worry about it being beautiful and do not worry if you find it hard, all that means is you are learning 🙂. Brute forcing an ugly solution at this point is totally ok.

If you're looking for further things to build, check out Coding Challenges. At this level, building your own Spotify Client seems a good task.

Listen

Project Structure & Package naming - Great discussion here about something that will come up often as you navigate Go.
Error Handling In Go - Error handling is a really important concept in Go, and this podcast episode gives a good discussion on approach.
Domain-Driven Design with Go - Podcast discussion around DDD starring me 🙂
The Pain of dependency management - Go has a difficult history with dependency management and this podcast episode is a good summary of where we have come from and the issues still outstanding.

Some Experience - The Mid-level Gopher

If you have a few greenfield projects under your belt, and have also made meaningful changes to existing Go Code bases that you didn’t write, then you’re a mid-level gopher. Leveling up from here is digging into some of the more advanced patterns and tools that Go has to offer.

Books/Blogs

Concurrency in Go [PAID] - Concurrency is really interesting in Go, but can be a little difficult to get your head around. This book does a good job of explaining the primitives.
A Tour of Go, Concurrency [FREE] - Continuing the concurrency theme, the tour of Go is really helpful and links out to a bunch of other good resources too.
Event-Driven Architecture in Golang [PAID] - As you are progressing with your career, it's important to understand both code and architecture. This book does a great job of helping you understand both the Event-Driven Architecture Pattern and how to apply it to Go.
More Powerful Go Execution Traces [FREE] - This recent addition to the Go blog discusses some performance tuning changes they have made to Go that you can make use of. You can combine that with this post (also from the Go team) to learn a lot about how to optimize your application.
Crash Course on Go interfaces [FREE] - Interfaces are implemented in an interesting way in Go with them being implicit. This blog will get you started with everything you need to know.
Building Modern CLI applications in Go [PAID] - A lot of Go content is focused on building APIs, but as you progress in your career, you’ll find more and more you want to build other types of applications, with CLIs being incredibly valuable and often overlooked. In this book, Marian teaches you how to make CLI applications in GO but always zones in on the user experience.

What Should I Build?

Develop a tool that scrapes information from websites and presents it in a useful format. This could involve parsing HTML, handling pagination, and storing scraped data. You should store the scraped data in a database and send an email to yourself whenever something interesting is discovered.

Scraping is an incredibly challenging thing to do, as one change to the html of a site can break your scraper; having modular code with good visibility is therefore a must.

One use case for this is to check a site every day to see if a video game you are interested in is on sale.

If you're looking for further things to build, check out Coding Challenges. At this level, building your own Memcached seems a good task.

Video Courses/Conference Talks

The Ultimate Guide to Debugging with Go [PAID, created by me] - I noticed a real shortage of content for mid-level Gophers, and I believe debugging is the most important skill that you do not get taught. By the end of this course you’ll be a master at debugging both locally and in production. We cover beginner and advanced topics.
Ultimate Go Bundle [PAID] - Ardan Labs offer amazing Go training, and you can get access to 7 of their courses with one subscription here. It's expensive, but it's > 100 hours of content and they do offer scholarships too.
How Go Programs keep working [FREE] - The Go Compatibility promise is one of its most highly respected features. In this video Rss Cox explains how that is actually possible.
Build a Google Analytics in Go [PAID] - Dom’s courses are highly practical. By the end of this course you have built something somewhat complex and have a new portfolio project too!
Go Concurrency Patterns: Pipelines and cancellation [FREE] - This blog gives a very concrete walkthrough of some patterns for concurrency that I have used numerous times throughout my career. Highly recommended you get familiar with it!

Listen

Intro to GRPC [FREE] - As you get more comfortable with the core fundamentals of Go, it is time to branch out and learn more about architecture. gRPC is a great way to start and it has first class support in Go.
Foundations of Go Performance [FREE] - In the first of a multi-part series, Ian & Johnny are joined by Miriah Peterson & Bryan Boreham to peel back the first layer of the things that matter when it comes to the performance of your Go programs.
Event-Driven Systems & Architecture [FREE] - Event-driven systems may not be the go-to solution for everyone because of the challenges they can add. While the system reacting to events published in other parts of the system seem elegant, some of the complexities they bring can be challenging. However, they do offer durability, autonomy & flexibility.

A lot of Experience - The Senior Gopher

At this point you have shipped a ton of Go to production and find it pretty easy to implement complex systems. You have maintained Go systems for a while and made improvements to Go code written by others.

At this level, you know how to write idiomatic Go and the biggest opportunity for growth is to learn more about architecture and technologies that can complement your Go skills.

Books/Blogs

How to Build a real-time event system in Go [FREE] - As systems get bigger, moving to an event-driven system is a common approach. Getting familiar with the tools and patterns used is a great idea at this stage in your career.
Keep the Monolith, split the workload [FREE] - This blog from Incident.io challenges a lot of the narrative about moving to small domain scoped microservices and as you progress in your career i think it's important to be open to challenging your way of thinking. I love posts like this.
How to use websockets in Go - A comprehensive guide [FREE] - continuing our theme of learning more about different architecture patterns when applied to Go.
The Go memory model [FREE] - As you start to build bigger systems, performance is going to matter. Understanding Go’s memory model will really help you to figure out how to do this.
Kubernetes memory limits in Go [FREE] - This is pretty niche, but I think the blog does a great job of setting the scene even if you do not use Kubernetes.
Explore Go Cryptopgraphy [PAID] - In this book John digs into how crypto works in Go which we arguably should all know more about.

What Should I Build?

Build a framework that simplifies the development of distributed systems in Go. This could include features like service discovery, load balancing, fault tolerance, and consistent hashing. This project will deepen your understanding of network protocols, concurrency models, and the complexities of distributed systems.

You can take inspiration from go-kit

Video Courses/Conference Talks

GRPC Microservices with Mongo, JWT auth and kubernetes [FREE] - I don’t necessarily agree with all of the approaches taken in this course, but I am glad folks are creating content to get people thinning about and familiar with different databases and auth. This will give you a great foundation of a bunch of different technologies.
Building microservices with Go [FREE] - Same as above. This course is pretty old but still valuable nonetheless. The more approaches you see to building things the more opinions you will get yourself.
Memory Management in Go: The good, the bad and the ugly [FREE] - In this session, Liam delves into the crucial topic of memory management, providing a comprehensive overview of what it is, why it matters, and how to harness its power to write highly performant and cost-efficient code.
How Cloudflare Controls it's Network Using Go [FREE] - A practical use of Go; Quicksilver is a distributed key value store that Cloduflare uses to power its networks.
How to Build a Distributed system, and should you? [FREE] - This is my favorite type of talk; it's experiential and gives you some great advice.

Listen

Jumping into existing codebases [FREE] - Jumping into a codebase you’re unfamiliar with can be challenging, but is important to get good at. This episode of go time covers off some different methods of doing that.
Creating Art with Go [FREE] - This is just a straight up interesting use case for Go.
All About Kafka [FREE, features me] - In this episode I join Kris & Jon to discuss Kafka. During our discussion we cover topics like what problems Kafka helps solve, when a company should start considering Kafka, how throwing tech like Kafka at a problem won’t fix everything if there are underlying issues, complexities of using Kafka, managing payload schemas, and more.

Keeping up to Date

Software Engineering, both in Go and in any other language, is a lifelong commitment to learning. Its important that you dedicate time to ensure you are always keeping up to date. Below are some of the ways you can do that.

Subscribe to byteSizeGo [FREE] - I share great Go content and discount codes with my subscribers. If you only do one thing, make sure you subscribe here!
Go 1.22 in 22 minutes [FREE] - A free course I put together on all the important changes added to go in Go 1.22.
Go Time [FREE] - An amazing Go podcast that covers a wide variety of topics with a wide variety of people from the Go community. Ideal to listen to whilst walking or at the gym.
The Go Podcast [FREE] - Same as above, but hosted exclusively by Dom. He’s started interviewing guests (including me) which I think is making the show even better!
Golang weekly [FREE] - I have been subscribed to this newsletter for years and recommend it highly; it aggregates all the best Go content of the week. Hopefully you found this blog article from there!
Applied Go [FREE] - I have only discovered this newsletter recently but have been really happy with the content so far. Highly recommend subscribing to this too.

Wrapping up

It took me a long time to compile this list so I hope you found it helpful. Let me know in the comments if it's helpful and if there is any other content I should review and add!

Source

Track Awesome List Updates Daily

araguaci — Thu, 28 Mar 2024 18:09:49 +0000

We track over 500 awesome list updates, and you can also subscribe to daily or weekly updates via RSS or News Letter. This repo is generated by trackawesomelist-source, visit it Online or with Github.

📅 Weekly · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor · 😺 Github · 🌐 Website · 📝 03/15 · ✅ 03/15

Recently Updated
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All Tracked List

Back-End Development

Awesome Cakephp - (Source ⭐ 899, 📝 23/12/12 ) - A curated list of amazingly awesome CakePHP plugins, resources and shiny things.
Awesome Cdk - (Source ⭐ 1.6K, 📝 22/06/28 ) - A collection of awesome things related to the AWS Cloud Development Kit (CDK)
Awesome Dash - (Source ⭐ 1.7K, 📝 22/12/12 ) - A curated list of awesome Dash (plotly) resources
Awesome Docker - (Source ⭐ 28K, 📝 02/09 ) - 🐳 A curated list of Docker resources and projects
Awesome Dropwizard - (Source ⭐ 83, 📝 18/10/30 ) -
Awesome Fastapi - (Source ⭐ 6.7K, 📝 23/12/03 ) - A curated list of awesome things related to FastAPI
Awesome Fiber - (Source ⭐ 399, 📝 02/25 ) - ✨ A curated list of awesome Fiber middlewares, boilerplates, recipes, articles and tools.
Awesome Flask - (Source ⭐ 1.3K, 📝 23/12/09 ) - A curated list of awesome things related to Flask
Awesome Iam - (Source ⭐ 1.4K, 📝 23/12/12 ) - 👤 Identity and Access Management knowledge for cloud platforms
Awesome Laravel - (Source ⭐ 11K, 📝 20/05/08 ) - A curated list of bookmarks, packages, tutorials, videos and other cool resources from the Laravel ecosystem
Awesome Laravel Education - (Source ⭐ 356, 📝 19/04/02 ) - A curated list of resources for learning about the Laravel PHP Framework
Awesome Lumen - (Source ⭐ 318, 📝 20/06/11 ) - 👓 📚 Curated list of awesome resources: books, videos, articles about using Lumen (PHP Microframework by Laravel)
Awesome Phalcon - (Source ⭐ 606, 📝 23/07/17 ) - A curated list of awesome Phalcon libraries and resources
Awesome Play1 - (Source ⭐ 39, 📝 15/08/07 ) - A collection of modules, tools and resources for play1
Awesome Pyramid - (Source ⭐ 530, 📝 21/07/08 ) - A curated list of awesome Pyramid apps, projects and resources.
Awesome Rails - (Source ⭐ 3.5K, 📝 03/05 ) - A curated list of awesome things related to Ruby on Rails
Awesome Rails Gem - (Source ⭐ 2.8K, 📝 18/03/13 ) - A collection of awesome Ruby Gems for Rails development.
Awesome Serverless - (Source ⭐ 2.1K, 📝 19/05/23 ) - DEPRECATED: Curated list of resources related to serverless computing and serverless architectures.
Awesome Slim - (Source ⭐ 10, 📝 22/09/03 ) - A curated list of awesome Slim framework packages and resources.
Awesome Symfony - (Source ⭐ 1.5K, 📝 22/12/04 ) - A list of awesome Symfony bundles, utilities and resources.
Awesome Symfony Education - (Source ⭐ 316, 📝 19/02/23 ) - Useful sources around Symfony - articles, series and books (not Bundles)
Awesome Tall Stack - (Source ⭐ 748, 📝 22/02/03 ) - A curated list of awesome things related to the TALL stack.
Awesome Terraform - (Source ⭐ 5K, 📝 03/05 ) - Curated list of resources on HashiCorp's Terraform and OpenTofu
Awesome Vagrant - (Source ⭐ 563, 📝 20/10/07 ) - A curated list of awesome Vagrant resources, plugins, tutorials and other nice things.
Awesome Vapor - (Source ⭐ 980, 📝 19/10/21 ) - A curated list of Vapor-related awesome projects.
Awesome Wicket - (Source ⭐ 66, 📝 20/08/16 ) - A curated list of awesome projects powered by Apache Wicket
Htaccess - (Source ⭐ 12K, 📝 18/10/28 ) - ✂A collection of useful .htaccess snippets.
Nginx Resources - (Source ⭐ 3.4K, 📝 23/08/27 ) - A collection of resources covering Nginx, Nginx + Lua, OpenResty and Tengine
Vertx Awesome - (Source ⭐ 2.1K, 📝 23/12/01 ) - A curated list of awesome Vert.x resources, libraries, and other nice things.

Big Data

Awesome Bigdata - (Source ⭐ 12K, 📝 23/05/31 ) - A curated list of awesome big data frameworks, ressources and other awesomeness.
Awesome Data Engineering - (Source ⭐ 5.7K, 📝 02/29 ) - A curated list of data engineering tools for software developers
Awesome Hadoop - (Source ⭐ 1K, 📝 22/01/24 ) - A curated list of amazingly awesome Hadoop and Hadoop ecosystem resources
Awesome Qlik - (Source ⭐ 30, 📝 19/11/15 ) - A curated list of awesome Qlik extensions and resources for Qlik Sense and QlikView
Awesome Spark - (Source ⭐ 1.5K, 📝 23/04/18 ) - A curated list of awesome Apache Spark packages and resources.
Awesome Splunk - (Source ⭐ 79, 📝 20/09/11 ) - A collection of awesome resources for Splunk
Awesome Streaming - (Source ⭐ 2.5K, 📝 02/22 ) - a curated list of awesome streaming frameworks, applications, etc

Books

Awesome Book Authoring - (Source ⭐ 283, 📝 19/12/06 ) - 📚 A collection of awesome resources for technical book authors
Awesome Ios Books - (Source ⭐ 299, 📝 23/10/20 ) - 📚 Directory of iOS books
ElixirBooks - (Source ⭐ 1.2K, 📝 22/08/14 ) - List of Elixir books
Free Programming Books (English, By Programming Language) - (Source ⭐ 315K, 📝 03/15 ) - 📚 Freely available programming books
GoBooks - (Source ⭐ 16K, 📝 23/01/07 ) - List of Golang books
Rbooks - (Source ⭐ 192, 📝 17/10/11 ) - A curated list of #rstats books

Business

Awesome Billing - (Source ⭐ 735, 📝 23/09/30 ) - 💰 Billing & Payments knowledge for cloud platforms
Awesome Clean Tech - (Source ⭐ 377, 📝 23/04/25 ) - A community curated list of awesome clean tech companies
Awesome Developer First - (Source ⭐ 742, 📝 03/09 ) - A curated list of awesome developer-first tools products.
Awesome Engineering Team Management - (Source ⭐ 1.8K, 📝 02/02 ) - 👔 How to transition from software development to engineering management
Awesome Indie - (Source ⭐ 8K, 📝 22/01/09 ) - Resources for independent developers to make money
Awesome Leading and Managing - (Source ⭐ 6.8K, 📝 21/10/12 ) - Awesome List of resources on leading people and being a manager. Geared toward tech, but potentially useful to anyone.
Awesome Okr - (Source ⭐ 1.4K, 📝 21/09/13 ) - A curated list about OKR (Objective - Key Results)
Awesome Open Company - (Source ⭐ 897, 📝 01/11 ) - A community-curated list of awesome open companies.
Awesome Social Enterprise - (Source ⭐ 66, 📝 23/05/10 ) - 📗Resources to dive into the world of social enterprises 🌼
Awesome Wardley Maps - (Source ⭐ 619, 📝 02/27 ) - Wardley maps community hub. Useful Wardley mapping resources
PlacesToPostYourStartup - (Source ⭐ 5.1K, 📝 22/10/16 ) - Compiled list of links from "Ask HN: Where can I post my startup to get beta users?"

ChatGPT

Awesome Chatgpt - (Source ⭐ 1.5K, 📝 70/01/01 ) - Curated list of awesome tools, demos, docs for ChatGPT and GPT-3
Awesome Chatgpt - (Source ⭐ 536, 📝 23/03/13 ) - Curated list of ChatGPT related resource, tools, prompts, apps / ChatGPT 相關優質資源、工具、應用的精選清單。
Awesome Chatgpt - (Source ⭐ 557, 📝 23/07/20 ) - Selected ChatGPT demos, tools, articles, and more ✨
Awesome Chatgpt Prompts - (Source ⭐ 4K, 📝 70/01/01 ) - This repo includes ChatGPT promt curation to use ChatGPT better.
Awesome Langchain - (Source ⭐ 6.3K, 📝 03/09 ) - 😎 Awesome list of tools and projects with the awesome LangChain framework

Computer Science

Ai Collective Tools - (Source ⭐ 78, 📝 03/12 ) - Explore a curated selection of AI tools and resources
Asdf Plugins - (Source ⭐ 1K, 📝 23/02/13 ) - Convenience shortname repository for asdf community plugins
Awesome Ai in Finance - (Source ⭐ 2.1K, 📝 23/10/16 ) - 🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.
Awesome Ai Tools - (Source ⭐ 364, 📝 03/14 ) - A curated list of Artificial Intelligence Top Tools
Awesome Computer Vision - (Source ⭐ 17K, 📝 21/09/28 ) - A curated list of awesome computer vision resources
Awesome Conversational Ai - (Source ⭐ 51, 📝 22/01/23 ) - A curated list of delightful Conversational AI resources.
Awesome CoreML Models - (Source ⭐ 5.8K, 📝 23/06/23 ) - Largest list of models for Core ML (for iOS 11+)
Awesome Courses - (Source ⭐ 43K, 📝 22/11/13 ) - 📚 List of awesome university courses for learning Computer Science!
Awesome Crypto Papers - (Source ⭐ 1.6K, 📝 03/05 ) - A curated list of cryptography papers, articles, tutorials and howtos.
Awesome Cryptography - (Source ⭐ 5.3K, 📝 02/29 ) - A curated list of cryptography resources and links.
Awesome Datascience - (Source ⭐ 22K, 📝 01/27 ) - 📝 An awesome Data Science repository to learn and apply for real world problems.
Awesome Deep Learning - (Source ⭐ 20K, 📝 22/11/15 ) - A curated list of awesome Deep Learning tutorials, projects and communities.
Awesome Deep Learning Papers - (Source ⭐ 24K, 📝 17/09/22 ) - The most cited deep learning papers
Awesome Deep Learning Resources - (Source ⭐ 1.5K, 📝 21/08/04 ) - Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier
Awesome Deep Vision - (Source ⭐ 10K, 📝 17/03/13 ) - A curated list of deep learning resources for computer vision
Awesome Design Patterns - (Source ⭐ 34K, 📝 23/12/06 ) - A curated list of software and architecture related design patterns.
Awesome Functional Programming - (Source ⭐ 914, 📝 23/11/24 ) - 👽 A curated list of functional programming resources such as blog posts, communities, discussion topics, wikis and more.
Awesome H2o - (Source ⭐ 345, 📝 23/05/19 ) - A curated list of research, applications and projects built using the H2O Machine Learning platform
Awesome Information Retrieval - (Source ⭐ 894, 📝 17/10/23 ) - A curated list of awesome information retrieval resources
Awesome Jax - (Source ⭐ 1.2K, 📝 23/12/26 ) - JAX - A curated list of resources https://github.com/google/jax
Awesome Learn Datascience - (Source ⭐ 563, 📝 19/07/22 ) - 📈 Curated list of resources to help you get started with Data Science
Awesome Linguistics - (Source ⭐ 333, 📝 22/12/11 ) - A curated list of anything remotely related to linguistics
Awesome Machine Learning - (Source ⭐ 63K, 📝 02/27 ) - A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome Msr - (Source ⭐ 346, 📝 20/12/23 ) - A curated repository of software engineering repository mining data sets
Awesome Nlg - (Source ⭐ 424, 📝 23/09/03 ) - A curated list of resources dedicated to Natural Language Generation (NLG)
Awesome Qa - (Source ⭐ 706, 📝 21/01/13 ) - 😎 A curated list of the Question Answering (QA)
Awesome Quantum Computing - (Source ⭐ 2.1K, 📝 23/08/12 ) - A curated list of awesome quantum computing learning and developing resources.
Awesome Seml - (Source ⭐ 1K, 📝 22/02/11 ) - A curated list of articles that cover the software engineering best practices for building machine learning applications.
Awesome Spanish Nlp - (Source ⭐ 324, 📝 01/09 ) - Curated list of Linguistic Resources for doing NLP & CL on Spanish
Awesome Tensorflow - (Source ⭐ 17K, 📝 23/01/05 ) - TensorFlow - A curated list of dedicated resources http://tensorflow.org
Awesome Tensorflow Js - (Source ⭐ 139, 📝 21/04/04 ) - Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js
Awesome Tensorflow Lite - (Source ⭐ 960, 📝 22/02/15 ) - An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.
Awesome Theoretical Computer Science - (Source ⭐ 553, 📝 01/24 ) - The interdicplinary of Mathematics and Computer Science, Distinguisehed by its emphasis on mathemtical technique and rigour.
Awesome Xai - (Source ⭐ 54, 📝 21/05/04 ) - Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
Computer Science - (Source ⭐ 160K, 📝 21/07/23 ) - 🎓 Path to a free self-taught education in Computer Science!
Machine Learning Tutorials - (Source ⭐ 12K, 📝 21/10/01 ) - machine learning and deep learning tutorials, articles and other resources
Machine Learning with Ruby - (Source ⭐ 2K, 📝 23/11/30 ) - Curated list: Resources for machine learning in Ruby
Nlp with Ruby - (Source ⭐ 967, 📝 22/08/27 ) - Curated List: Practical Natural Language Processing done in Ruby
Static Analysis - (Source ⭐ 13K, 📝 03/15 ) - ⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve code quality.

Content Management Systems

Awesome - (Source ⭐ 491, 📝 23/02/02 ) - A collection of awesome Craft CMS plugins, articles, resources and shiny things.
Awesome Directus - (Source ⭐ 417, 📝 02/09 ) - A curated list of awesome things related to Directus
Awesome Drupal - (Source ⭐ 79, 📝 18/07/05 ) - Useful resources for Drupal CMS 💧
Awesome Plone - (Source ⭐ 29, 📝 23/04/28 ) - Add-ons and resources for the CMS Plone
Awesome Refinerycms - (Source ⭐ 29, 📝 16/04/07 ) - A collection of awesome Refinery CMS extensions, resources and shiny things.
Awesome Silverstripe Cms - (Source ⭐ 47, 📝 23/07/27 ) - Useful resources for Silverstripe CMS and framework
Awesome Sitecore - (Source ⭐ 65, 📝 02/02 ) - Awesome lists of useful Sitecore tools, extensions and GitHub repositories
Awesome Umbraco - (Source ⭐ 202, 📝 22/08/04 ) - A curated list of awesome Umbraco packages, resources and tools
Awesome Wagtail - (Source ⭐ 1.9K, 📝 02/28 ) - A curated list of awesome packages, articles, and other cool resources from the Wagtail community.

Databases

Awesome Cassandra - (Source ⭐ 201, 📝 21/11/29 ) - A curated list of the best resources in the Cassandra community.
Awesome Couchdb - (Source ⭐ 159, 📝 23/05/09 ) - CouchDB - curated meta resources & best practices list
Awesome Db - (Source ⭐ 1K, 📝 15/11/04 ) - A curated list of amazingly awesome database libraries, resources and shiny things by https://www.numetriclabz.com/
Awesome Db Tools - (Source ⭐ 3.5K, 📝 02/06 ) - Everything that makes working with databases easier
Awesome Hbase - (Source ⭐ 157, 📝 22/06/04 ) - A curated list of awesome HBase projects and resources.
Awesome Influxdb - (Source ⭐ 761, 📝 21/11/12 ) - A curated list of awesome projects, libraries, tools, etc. related to InfluxDB
Awesome Mongodb - (Source ⭐ 2.3K, 📝 03/15 ) - 🍃 A curated list of awesome MongoDB resources, libraries, tools and applications
Awesome Mysql - (Source ⭐ 2.1K, 📝 23/09/27 ) - A curated list of awesome MySQL software, libraries, tools and resources
Awesome Neo4j - (Source ⭐ 453, 📝 18/05/21 ) - A curated list of Neo4j resources.
Awesome Nosql Guides - (Source ⭐ 184, 📝 22/03/29 ) - 💻 Curated list of awesome resources and links about using NoSQL databases
Awesome Postgres - (Source ⭐ 9.4K, 📝 03/05 ) - A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql
Awesome Rethinkdb - (Source ⭐ 109, 📝 16/05/09 ) - A curated list of awesome RethinkDB resources, libraries, tools and applications
Awesome Tdengine - (Source ⭐ 43, 📝 23/03/31 ) - 🎉 A curated list of awesome projects related to TDengine
Awesome Tinkerpop - (Source ⭐ 161, 📝 17/12/08 ) - A curated list of useful libraries for Apache TinkerPop3 and Tinkerpop2
Typedb Awesome - (Source ⭐ 53, 📝 23/10/19 ) - A curated list of awesome TypeDB frameworks libraries, software and resources.

Decentralized Systems

Alternative Internet - (Source ⭐ 5K, 📝 23/08/20 ) - A collection of interesting new networks and tech aiming at decentralisation (in some form).
Awesome Algorand - (Source ⭐ 172, 📝 03/06 ) - ⚡A curated list of awesome resources related to the Ⱥlgorand Blockchain ⛓
Awesome Bitcoin - (Source ⭐ 1.1K, 📝 02/16 ) - A curated list of bitcoin services and tools for software developers
Awesome Blockchain Ai - (Source ⭐ 697, 📝 23/08/29 ) - A curated list of Blockchain projects for Artificial Intelligence and Machine Learning
Awesome Corda - (Source ⭐ 67, 📝 21/08/10 ) - A curated list of awesome Corda resources
Awesome Decentralized - (Source ⭐ 765, 📝 02/28 ) - 🕶 Awesome list of distributed, decentralized, p2p apps and tools 👍
Awesome Eosio - (Source ⭐ 66, 📝 22/07/31 ) - 😎 A curated list of awesome EOSIO resources for users and developers.
Awesome Ethereum - (Source ⭐ 227, 📝 22/01/08 ) - A Curated List of Awesome Ethereum Resources
Awesome Golem - (Source ⭐ 169, 📝 01/17 ) - A community-curated list of awesome projects and resources related to the Golem peer-to-peer computational resources marketplace.
Awesome Mastodon - (Source ⭐ 431, 📝 21/01/10 ) - Curated list of awesome Mastodon-related stuff!
Awesome Non Financial Blockchain - (Source ⭐ 574, 📝 20/10/12 ) - Curated list of projects that build non-financial applications of blockchain
Awesome Pleb Projects - (Source ⭐ 4, 📝 23/02/20 ) - A List of Awesome Bitcoin (Pleb) Projects
Awesome Ripple - (Source ⭐ 169, 📝 21/07/02 ) - A curated list of Ripple resources
Awesome Stacks Chain - (Source ⭐ 85, 📝 23/05/19 ) - A list of Awesome Stacks related stuff. Stacks, the blockchain using Proof of Transfer
Awesome Substrate - (Source ⭐ 708, 📝 23/08/14 ) - A curated list of awesome projects and resources related to the Substrate blockchain development framework.
Awesome Waves - (Source ⭐ 69, 📝 20/10/05 ) - Curated list of awesome things for development on Waves blockchain.

DevOps

Awesome Kustomize - (Source ⭐ 64, 📝 23/09/11 ) - A curated and collaborative list of awesome Kustomize resources
Awesome Opentofu - (Source ⭐ 44, 📝 03/13 ) - A curated list of OpenTofu tools, resources, and related projects.

Development Environment

Awesome Actions - (Source ⭐ 20K, 📝 21/10/15 ) - A curated list of awesome actions to use on GitHub
Awesome Alfred Workflows - (Source ⭐ 2.9K, 📝 22/11/14 ) - A curated list of awesome alfred workflows
Awesome Bash - (Source ⭐ 6.9K, 📝 01/06 ) - A curated list of delightful Bash scripts and resources.
Awesome Browser Extensions for Github - (Source ⭐ 2.9K, 📝 23/10/24 ) - A collection of awesome browser extensions for GitHub.
Awesome Ci - (Source ⭐ 3.4K, 📝 02/02 ) - List of Continuous Integration services
Awesome Cli Apps - (Source ⭐ 12K, 📝 23/09/12 ) - 🖥 📊 🕹 🛠 A curated list of command line apps
Awesome Devenv - (Source ⭐ 2.4K, 📝 22/09/20 ) - A curated list of awesome tools, resources and workflow tips making an awesome development environment.
Awesome Devtools - (Source ⭐ 366, 📝 23/12/26 ) - 🤖 A curated list of in-browser bookmarklets, tools, and resources for modern full-stack software engineers.
Awesome Dotfiles - (Source ⭐ 8.3K, 📝 01/16 ) - A curated list of dotfiles resources.
Awesome Git Hooks - (Source ⭐ 919, 📝 01/27 ) - ⚓ A curated list of awesome git hooks
Awesome Github - (Source ⭐ 726, 📝 21/04/25 ) - A curated list of GitHub's awesomeness
Awesome Pinned Gists - (Source ⭐ 1.8K, 📝 03/13 ) - 📌✨ A collection of awesome dynamic pinned gists for GitHub
Awesome Powershell - (Source ⭐ 3.6K, 📝 22/05/28 ) - A curated list of delightful PowerShell modules and resources
Awesome Qgis - (Source ⭐ 10, 📝 70/01/01 ) - An awesome list that curates the best QGis frameworks, libraries, tools, plugins, tutorials, articles,resources and more.
Awesome Shell - (Source ⭐ 30K, 📝 02/20 ) - A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
Awesome Ssh - (Source ⭐ 2K, 📝 21/09/14 ) - 💻 A curated list of SSH resources.
Awesome Sysadmin - (Source ⭐ 22K, 📝 03/11 ) - A curated list of amazingly awesome open-source sysadmin resources.
Awesome Tmux - (Source ⭐ 6.8K, 📝 03/11 ) - A list of awesome resources for tmux
Awesome WSL - (Source ⭐ 4.9K, 📝 23/11/13 ) - Awesome list dedicated to Windows Subsystem for Linux
Awesome Zsh Plugins - (Source ⭐ 14K, 📝 03/15 ) - A collection of ZSH frameworks, plugins, themes and tutorials.
awsm.fish - (Source ⭐ 3.9K, 📝 03/14 ) - A curation of prompts, plugins & other Fish treasures 🐚💎
FOSS for Dev - (Source ⭐ 965, 📝 02/02 ) - A hub of Free and open-source software for developers
Git Cheat Sheet - (Source ⭐ 6.6K, 📝 18/09/29 ) - :octocat: git and git flow cheat sheet
Github Cheat Sheet - (Source ⭐ 43K, 📝 20/02/02 ) - A list of cool features of Git and GitHub.
Quick Look Plugins - (Source ⭐ 17K, 📝 21/09/24 ) - List of useful Quick Look plugins for developers
Terminals Are Sexy - (Source ⭐ 11K, 📝 20/12/13 ) - 💥 A curated list of Terminal frameworks, plugins & resources for CLI lovers.
Tips - (Source ⭐ 21K, 📝 23/05/03 ) - Most commonly used git tips and tricks.

Editors

Awesome Atom - (Source ⭐ 1.9K, 📝 18/12/14 ) - A curated list of delightful Atom packages and resources.
Awesome Neovim - (Source ⭐ 13K, 📝 03/15 ) - Collections of awesome neovim plugins.
Awesome Vscode - (Source ⭐ 23K, 📝 23/08/03 ) - 🎨 A curated list of delightful VS Code packages and resources.
Sublime Bookmarks - (Source ⭐ 1K, 📝 01/16 ) - Sublime Text essential plugins and resources
Vim Galore - (Source ⭐ 15K, 📝 18/10/03 ) - 🎓 All things Vim!

Entertainment

Awesome Fantasy - (Source ⭐ 1.2K, 📝 01/23 ) - 🏰 Fantasy literature worth reading
Awesome Geek Podcasts - (Source ⭐ 526, 📝 03/03 ) - A curated list of podcasts we like to listen to.
Awesome Newsletters - (Source ⭐ 3.7K, 📝 03/11 ) - A list of amazing Newsletters
Awesome Scifi - (Source ⭐ 3.7K, 📝 23/05/26 ) - Sci-Fi worth consuming

Events

Awesome Creative Tech Events - (Source ⭐ 113, 📝 20/02/17 ) - A curated list of awesome creative tech events from around the world
Awesome Italy Events - (Source ⭐ 145, 📝 21/02/11 ) - Curated list of tech related events in Italy
Awesome Netherlands Events - (Source ⭐ 50, 📝 18/10/03 ) - 🦄 Curated list of awesome Dutch (tech related) events

Finance

Awesome Quant - (Source ⭐ 15K, 📝 03/11 ) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

Front-End Development

Awesome Angular - (Source ⭐ 9.2K, 📝 23/11/01 ) - 📄 A curated list of awesome Angular resources
Awesome Ant Design - (Source ⭐ 3K, 📝 23/09/04 ) - A curated list of Ant Design resources and related projects. The main idea is that everyone can contribute here, so we can have a central repository of informations about Ant Design that we keep up-to-date
Awesome Aurelia - (Source ⭐ 306, 📝 19/10/20 ) - A curated list of amazingly awesome Aurelia libraries.
Awesome Backbone - (Source ⭐ 403, 📝 16/10/31 ) - A list of resources for backbone.js
Awesome Blazor - (Source ⭐ 8.2K, 📝 23/12/26 ) - Resources for Blazor, a .NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.
Awesome Browserify - (Source ⭐ 82, 📝 17/01/04 ) - 🔮 A curated list of awesome Browserify resources, libraries, and tools.
Awesome Building Blocks for Web Apps - (Source ⭐ 110, 📝 23/05/16 ) - Standalone features to be integrated into web applications
Awesome Canvas - (Source ⭐ 1.4K, 📝 01/14 ) - A curated list of awesome HTML5 Canvas with examples, related articles and posts.
Awesome Charting - (Source ⭐ 1.8K, 📝 20/12/23 ) - A curated list of the best charting and dataviz resources that developers may find useful, including the best JavaScript charting libraries
Awesome Choo - (Source ⭐ 191, 📝 19/01/30 ) - 🌅 Awesome things related with choo framework
Awesome Chrome Devtools - (Source ⭐ 5.2K, 📝 22/10/10 ) - Awesome tooling and resources in the Chrome DevTools & DevTools Protocol ecosystem
Awesome Css - (Source ⭐ 4K, 📝 22/09/01 ) - 🎨 A curated contents of amazing CSS :)
Awesome Css Frameworks - (Source ⭐ 7.1K, 📝 03/11 ) - List of awesome CSS frameworks in 2024
Awesome Cyclejs - (Source ⭐ 826, 📝 20/12/07 ) - A curated list of awesome Cycle.js resources
Awesome D3 - (Source ⭐ 4.9K, 📝 23/01/14 ) - A list of D3 libraries, plugins and utilities
Awesome Design - (Source ⭐ 14K, 📝 21/06/14 ) - 🌟 Curated design resources from all over the world.
Awesome Design Systems - (Source ⭐ 16K, 📝 01/30 ) - 💅🏻 ⚒ A collection of awesome design systems
Awesome Design Systems - (Source ⭐ 586, 📝 23/07/06 ) - 📒 A curated list of bookmarks, resources and articles about design systems focused on developers.
Awesome Dojo - (Source ⭐ 75, 📝 18/10/30 ) - A curated list of awesome Dojo JavaScript Toolkit libraries, resources and other shiny things.
Awesome Draft Js - (Source ⭐ 2.5K, 📝 20/02/18 ) - Awesome list of Draft.js resources
Awesome Emails - (Source ⭐ 2.1K, 📝 23/07/19 ) - ✉️ An awesome list of resources to build better emails.
Awesome Ember - (Source ⭐ 175, 📝 22/09/14 ) - A curated list of awesome Ember.js stuff like addons, articles, videos, gists and more.
Awesome Flexbox - (Source ⭐ 1.1K, 📝 19/09/27 ) - 👓 A curated list of CSS Flexible Box Layout Module or only Flexbox.
Awesome Html5 - (Source ⭐ 2.1K, 📝 19/11/29 ) - 📝 A curated list of awesome HTML5 resources
Awesome Inertiajs - (Source ⭐ 214, 📝 02/23 ) - A curated list of awesome Inertia.js resources
Awesome Ionic - (Source ⭐ 827, 📝 20/11/08 ) - An "awesome" list of Ionic resources
Awesome Jamstack - (Source ⭐ 1.3K, 📝 23/10/06 ) - Carefully curated list of awesome Jamstack resources
Awesome Jquery - (Source ⭐ 842, 📝 22/10/19 ) - A curated list of awesome jQuery plugins, resources and other shiny things.
Awesome Knockout - (Source ⭐ 91, 📝 16/05/06 ) - A curated list of awesome plugins for Knockout
Awesome Less - (Source ⭐ 52, 📝 17/05/10 ) - 😎 A curated list of awesome {Less}
Awesome Lit - (Source ⭐ 1.3K, 📝 23/12/26 ) - A curated list of awesome Lit resources.
Awesome Marionette - (Source ⭐ 154, 📝 17/01/01 ) - A list of resources for marionette.js
Awesome Material - (Source ⭐ 593, 📝 22/10/05 ) - A curated list of Google's material design libraries for different frameworks.
Awesome Material Ui - (Source ⭐ 199, 📝 01/21 ) - A curated list of Material-UI resources and related projects. The main idea is that everyone can contribute here, so we can have a central repository of informations about Material-UI that we keep up-to-date
Awesome Mdbootstrap - (Source ⭐ 39, 📝 01/12 ) - A curated list of awesome things related to MDBootstrap
Awesome Meteor - (Source ⭐ 1.4K, 📝 21/09/07 ) - A curated, community driven list of awesome Meteor packages, libraries, resources and shiny things
Awesome Mobile Web Development - (Source ⭐ 1.1K, 📝 21/04/14 ) - All that you need to create a great mobile web experience
Awesome Nextjs - (Source ⭐ 9.7K, 📝 02/28 ) - 📔 📚 A curated list of awesome resources : books, videos, articles about using Next.js (A minimalistic framework for universal server-rendered React applications)
Awesome Pagespeed Metrics - (Source ⭐ 656, 📝 21/02/02 ) - ⚡Metrics to help understand page speed and user experience
Awesome Polymer - (Source ⭐ 393, 📝 18/01/20 ) - A collection of awesome Polymer resources.
Awesome Preact - (Source ⭐ 828, 📝 23/12/26 ) - A curated list of amazingly awesome things regarding Preact ecosystem 🌟
Awesome Progressive Web Apps - (Source ⭐ 1.5K, 📝 17/11/24 ) - 🌅 A collection of awesome resources for building progressive web apps
Awesome React - (Source ⭐ 60K, 📝 02/03 ) - A collection of awesome things regarding React ecosystem
Awesome React Components - (Source ⭐ 40K, 📝 03/14 ) - Curated List of React Components & Libraries.
Awesome React Hooks - (Source ⭐ 1.1K, 📝 19/05/27 ) - A curated list about React Hooks
Awesome Redux - (Source ⭐ 363, 📝 17/01/27 ) - Catalog of Redux Libraries & Learning Material
Awesome Relay - (Source ⭐ 257, 📝 17/01/09 ) - Awesome resources for Relay
Awesome Sass - (Source ⭐ 1.8K, 📝 20/11/07 ) - 🎨 Curated list of awesome Sass and SCSS frameworks, libraries, style guides, articles, and resources.
Awesome Seed Rs - (Source ⭐ 182, 📝 22/08/25 ) - A curated list of awesome things related to Seed
Awesome Service Workers - (Source ⭐ 1.6K, 📝 18/10/30 ) - 🔩 A collection of awesome resources for learning Service Workers
Awesome Static Website Services - (Source ⭐ 1.7K, 📝 23/08/09 ) - 📄 🛠 A curated list of awesome static websites services
Awesome Storybook - (Source ⭐ 295, 📝 22/11/12 ) - A collection of awesome resources about @storybookjs ecosystem 🎨
Awesome Svelte - (Source ⭐ 1.3K, 📝 03/10 ) - ⚡ A curated list of awesome Svelte resources
Awesome Tailwindcss - (Source ⭐ 12K, 📝 02/21 ) - 😎 Awesome things related to Tailwind CSS
Awesome Text Editing - (Source ⭐ 245, 📝 20/06/18 ) - Collection of text editing resources and libraries for the web
Awesome Typescript - (Source ⭐ 4.4K, 📝 03/11 ) - A collection of awesome TypeScript resources for client-side and server-side development. Write your awesome JavaScript in TypeScript
Awesome Vite - (Source ⭐ 13K, 📝 03/01 ) - ⚡️ A curated list of awesome things related to Vite.js
Awesome Vue - (Source ⭐ 70K, 📝 01/27 ) - 🎉 A curated list of awesome things related to Vue.js
Awesome Web Animation - (Source ⭐ 1.1K, 📝 21/09/16 ) - A list of awesome web animation libraries, books, apps etc.
Awesome Web Performance Budget - (Source ⭐ 76, 📝 22/02/19 ) - ⚡️Articles, Websites, Tools and Case Studies to implement performance budget to a website. (PR 's welcomed)
Awesome Webaudio - (Source ⭐ 1K, 📝 02/07 ) - A curated list of awesome WebAudio packages and resources.
Awesome Webgl - (Source ⭐ 1.2K, 📝 23/08/17 ) - A curated list of awesome WebGL libraries, resources and much more
Awesome Wordpress Gatsby - (Source ⭐ 247, 📝 21/05/02 ) - An awesome list of resources about WordPress as a headless CMS with Gatsby
Awesome Wpo - (Source ⭐ 8K, 📝 23/06/20 ) - 📝 A curated list of Web Performance Optimization. Everyone can contribute here!
Awesome Yew - (Source ⭐ 1.4K, 📝 02/18 ) - 😎 A curated list of awesome things related to Yew / WebAssembly.
BEM Resources - (Source ⭐ 482, 📝 23/04/07 ) - Just a repo full of BEM resources
Critical Path Css Tools - (Source ⭐ 1.1K, 📝 16/01/20 ) - Tools to prioritize above-the-fold (critical-path) CSS
Css Protips - (Source ⭐ 27K, 📝 21/01/05 ) - ⚡️ A collection of tips to help take your CSS skills pro 🦾
Es6 Tools - (Source ⭐ 3.9K, 📝 16/08/29 ) - An aggregation of tooling for using ES6 today
Inspire - (Source ⭐ 1.1K, 📝 23/02/09 ) - Collection of frontend dev and web design links 💡
Jquery Tips Everyone Should Know - (Source ⭐ 4.2K, 📝 17/06/22 ) - A collection of tips to help up your jQuery game 🎮
Motion Ui Design - (Source ⭐ 750, 📝 20/10/12 ) - Resources for inspiration, lists of software, libraries and other stuff related to Motion UI design, animations and transitions.
Progressive Enhancement Resources - (Source ⭐ 102, 📝 23/02/19 ) - Resources on Progressive Enhancement. From concept and strategies to feature detection & testing methods. Complete with a list of (code) examples.
Scalable Css Reading List - (Source ⭐ 1.5K, 📝 16/12/03 ) - Collected dispatches from The Quest for Scalable CSS
Tools - (Source ⭐ 956, 📝 23/08/06 ) - Tools Online
Typography - (Source ⭐ 526, 📝 18/07/30 ) - A collection of web typography resources
Web Development Resources - (Source ⭐ 6.5K, 📝 01/09 ) - Awesome Web Development Resources.
Webcomponents the Right Way - (Source ⭐ 2.6K, 📝 03/01 ) - A curated list of awesome Web Components resources.

GPT-3

Awesome Gpt3 - (Source ⭐ 4.2K, 📝 23/03/03 ) -

Gaming

Awesome Chess - (Source ⭐ 264, 📝 17/06/20 ) - Chess!
Awesome Chip 8 - (Source ⭐ 92, 📝 22/12/27 ) - List of CHIP-8 resources
Awesome Construct - (Source ⭐ 60, 📝 23/08/29 ) - A curated list of tools, tutorials, examples, and much more, for the awesome game development engines Construct 2 and Construct 3
Awesome Discord Communities - (Source ⭐ 1.8K, 📝 21/02/05 ) - A curated list of awesome Discord communities for programmers
Awesome Esports - (Source ⭐ 45, 📝 23/09/23 ) - A curated list of open-source projects related to esports.
Awesome Flame - (Source ⭐ 874, 📝 01/28 ) - An awesome list that curates the best Flame games, projects, libraries, tools, tutorials, articles and more.
Awesome Game Engine Dev - (Source ⭐ 602, 📝 01/31 ) - Awesome list of resources for Game Engine Development.
Awesome Game Remakes - (Source ⭐ 571, 📝 01/08 ) - Actively maintained open-source game remakes.
Awesome Games of Coding - (Source ⭐ 1.6K, 📝 23/05/08 ) - A curated list of games that can teach you how to learn a programming language.
Awesome Gametalks - (Source ⭐ 919, 📝 16/07/07 ) - 💬 A curated list of gaming talks (development, design, etc)
Awesome Gbdev - (Source ⭐ 3.8K, 📝 23/11/29 ) - A curated list of Game Boy development resources such as tools, docs, emulators, related projects and open-source ROMs.
Awesome Gideros - (Source ⭐ 23, 📝 19/10/07 ) - A curated list of awesome Gideros resources, classes and tips.
Awesome Godot - (Source ⭐ 5.6K, 📝 03/12 ) - A curated list of free/libre plugins, scripts and add-ons for Godot
Awesome Haxe Gamedev - (Source ⭐ 355, 📝 23/11/18 ) - Resources for game development on haxe
Awesome Ironsworn - (Source ⭐ 86, 📝 02/20 ) - An awesome list of awesome Ironsworn projects
Awesome Libgdx - (Source ⭐ 772, 📝 23/07/16 ) - 🎮 📝 A curated list of libGDX resources to help developers make awesome games.
Awesome Love2d - (Source ⭐ 2.9K, 📝 23/12/26 ) - A curated list of amazingly awesome LÖVE libraries, resources and shiny things.
Awesome Minecraft - (Source ⭐ 362, 📝 23/11/19 ) - 📝 The curated list of awesome things related to Minecraft.
Awesome Open Source Games - (Source ⭐ 958, 📝 23/07/30 ) - Collection of Games that have the source code available on GitHub
Awesome PICO 8 - (Source ⭐ 2.4K, 📝 23/12/26 ) - A curated list of awesome PICO-8 resources, carts, tools and more
Awesome Playcanvas - (Source ⭐ 231, 📝 02/26 ) - A curated list of awesome PlayCanvas assets, resources, and more.
Awesome Unity - (Source ⭐ 5.4K, 📝 21/04/26 ) - A curated list of awesome Unity assets, resources, and more.
Game Datasets - (Source ⭐ 600, 📝 23/12/26 ) - 🎮 A curated list of awesome game datasets, and tools to artificial intelligence in games
Magictools - (Source ⭐ 13K, 📝 02/11 ) - 🎮 📝 A list of Game Development resources to make magic happen.

Hardware

Awesome Beacon - (Source ⭐ 841, 📝 19/05/03 ) - A curated list of awesome Bluetooth beacon software and tools.
Awesome Electronics - (Source ⭐ 5.2K, 📝 01/06 ) - A curated list of awesome resources for electronic engineers and hobbyists
Awesome Iot - (Source ⭐ 3K, 📝 23/12/26 ) - 🤖 A curated list of awesome Internet of Things projects and resources.
Awesome Lidar - (Source ⭐ 708, 📝 23/12/26 ) - 😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.
Awesome Open Hardware - (Source ⭐ 318, 📝 01/17 ) - 🛠Helpful items for making open source hardware projects.
Awesome Plotters - (Source ⭐ 974, 📝 03/14 ) - A curated list of code and resources for computer-controlled drawing machines and other visual art robots.
Awesome Robotic Tooling - (Source ⭐ 2.5K, 📝 23/04/30 ) - Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
Awesome Robotics - (Source ⭐ 3K, 📝 22/02/23 ) - A list of awesome Robotics resources
Guitarspecs - (Source ⭐ 197, 📝 20/12/27 ) - Overview of the electric guitar's parts specs

Health and Social Science

Awesome Bioie - (Source ⭐ 248, 📝 23/04/01 ) - 🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
Awesome Computational Neuroscience - (Source ⭐ 448, 📝 19/11/24 ) - A list of schools and researchers in computational neuroscience
Awesome Digital History - (Source ⭐ 206, 📝 03/14 ) - Find primary sources online and learn how to research history digitally.
Awesome Diversity - (Source ⭐ 572, 📝 21/06/21 ) - A curated list of amazingly awesome articles, websites and resources about diversity in technology.
Awesome Healthcare - (Source ⭐ 2.4K, 📝 02/14 ) - Curated list of awesome open source healthcare software, libraries, tools and resources.
Awesome Humane Tech - (Source ⭐ 2.8K, 📝 70/01/01 ) - Promoting Solutions that Improve Wellbeing, Freedom and Society
Awesome Mental Health - (Source ⭐ 2.5K, 📝 21/06/21 ) - A curated list of awesome articles, websites and resources about mental health in the software industry.
Awesome Neuroscience - (Source ⭐ 974, 📝 23/01/01 ) - A curated list of awesome neuroscience libraries, software and any content related to the domain.
Empathy in Engineering - (Source ⭐ 487, 📝 16/07/29 ) - A curated list of resources for building and promoting more compassionate engineering cultures

Learn

Awesome Computer History - (Source ⭐ 2.3K, 📝 18/09/30 ) - An Awesome List of computer history videos, documentaries and related folklore
Awesome Css Learning - (Source ⭐ 2.4K, 📝 22/08/09 ) - A tiny list limited to the best CSS Learning Resources
Awesome Educational Games - (Source ⭐ 667, 📝 21/10/10 ) - A curated list of awesome educational games to learn editors, languages, programming, etc
Awesome Javascript Learning - (Source ⭐ 4.3K, 📝 22/03/04 ) - A tiny list limited to the best JavaScript Learning Resources
Awesome Product Management - (Source ⭐ 1.3K, 📝 02/23 ) - 🚀 A curated list of awesome resources for product/program managers to learn and grow.
Awesome Programming for Kids - (Source ⭐ 897, 📝 21/12/04 ) - A curated list of resources for teaching kids programming.
Awesome Roadmaps - (Source ⭐ 4.3K, 📝 01/12 ) - A curated list of roadmaps.
Awesome Speaking - (Source ⭐ 1.5K, 📝 23/11/21 ) - Resources about public speaking
Awesome Tech Videos - (Source ⭐ 579, 📝 16/10/12 ) - 📺 A curated list of tech conferences from youtube, vimeo, etc for us to get inspired ;)
Dive Into Machine Learning - (Source ⭐ 11K, 📝 22/06/17 ) - Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)
Learn to Program - (Source ⭐ 3.5K, 📝 23/07/19 ) - Educational resources to learn to program (Foundation in Web Development)

Library systems

Awesome Ai4lam - (Source ⭐ 25, 📝 03/14 ) - A list of awesome AI in libraries, archives, and museum collections from around the world 🕶️

Media

Awesome Audio Visualization - (Source ⭐ 4.2K, 📝 21/08/15 ) - A curated list about Audio Visualization.
Awesome Audiovisual - (Source ⭐ 106, 📝 21/10/19 ) - Curated list of audiovisual projects
Awesome Broadcasting - (Source ⭐ 1.3K, 📝 23/12/26 ) - A curated list of amazingly awesome open source resources related to broadcast technologies
Awesome Ffmpeg - (Source ⭐ 781, 📝 20/04/22 ) - 👻 A curated list of awesome FFmpeg resources.
Awesome Fonts - (Source ⭐ 1.1K, 📝 23/04/10 ) - Curated list of fonts and everything
Awesome Gif - (Source ⭐ 547, 📝 23/03/14 ) - A curated list of awesome GIF resources.
Awesome Icons - (Source ⭐ 518, 📝 22/01/03 ) - A curated list of awesome downloadable SVG/PNG/Font icon projects
Awesome Music - (Source ⭐ 1.6K, 📝 02/25 ) - Awesome Music Projects
Awesome Opensource Documents - (Source ⭐ 1.8K, 📝 22/10/06 ) - 📘 A curated list of awesome open source or open source licensed documents, guides, books.
Awesome Pixel Art - (Source ⭐ 799, 📝 22/12/23 ) - Curated list of everything awesome around pixel art.
Awesome Stock Resources - (Source ⭐ 12K, 📝 23/08/12 ) - 🌇 A collection of links for free stock photography, video and Illustration websites
Awesome Vlc - (Source ⭐ 66, 📝 22/12/22 ) - 👻 A curated list of awesome VLC and LibVLC resources.
Codeface - (Source ⭐ 5.8K, 📝 17/09/16 ) - Typefaces for source code beautification
Creative Commons Media - (Source ⭐ 459, 📝 19/06/20 ) - A curated list of resources that provide media licensed under Creative Commons licenses.

Miscellaneous

Ai Collection - (Source ⭐ 5.6K, 📝 70/01/01 ) - The Generative AI Landscape - A Collection of Awesome Generative AI Applications
ALL About RSS - (Source ⭐ 4K, 📝 03/05 ) - A list of RSS related stuff: tools, services, communities and tutorials, etc.
Alternative Front Ends - (Source ⭐ 4.5K, 📝 23/07/20 ) - Overview of alternative open source front-ends for popular internet platforms (e.g. YouTube, Twitter, etc.)
Amas - (Source ⭐ 1.4K, 📝 03/12 ) - Awesome & Marvelous Amas
Awesome Acg - (Source ⭐ 1.2K, 📝 23/10/03 ) - A curated list of awesome technologies related to Anime, Comic and Games
Awesome ad Free - (Source ⭐ 334, 📝 22/06/12 ) - Curated list of ad-free alternatives to popular services on the web
Awesome Ads - (Source ⭐ 75, 📝 20/10/12 ) - A curated list of awesome advertising content, resources and libraries.
Awesome Agriculture - (Source ⭐ 1K, 📝 23/07/06 ) - Open source technology for agriculture, farming, and gardening
Awesome Algorithms Education - (Source ⭐ 436, 📝 20/10/11 ) - A curated list to learning and practicing about algorithm.
Awesome Amazon Seller - (Source ⭐ 266, 📝 23/12/03 ) - A curated list of tools and resources for Amazon sellers.
Awesome Analytics - (Source ⭐ 3.4K, 📝 22/06/09 ) - A curated list of analytics frameworks, software and other tools.
Awesome Android Ui - (Source ⭐ 44K, 📝 22/08/18 ) - A curated list of awesome Android UI/UX libraries
Awesome Ansible - (Source ⭐ 998, 📝 23/06/09 ) - Awesome Ansible List
Awesome Answers - (Source ⭐ 719, 📝 16/08/24 ) - Curated list of inspiring and thoughtful answers given on stackoverflow, quora, etc.
Awesome Appsec - (Source ⭐ 5.3K, 📝 22/05/23 ) - A curated list of resources for learning about application security
Awesome Bioinformatics - (Source ⭐ 2.2K, 📝 22/12/31 ) - A curated list of awesome Bioinformatics libraries and software.
Awesome Biological Visualizations - (Source ⭐ 99, 📝 21/04/01 ) - A list of web-based interactive biological data visualizations.
Awesome Bitcoin Payment Processors - (Source ⭐ 379, 📝 03/12 ) - 🌟 A curated list of Bitcoin payment processors enabling merchants, businesses and nonprofits to accept Bitcoin payments.
Awesome Board Games - (Source ⭐ 259, 📝 23/11/17 ) - A curated list of awesome and exceptional board games. Please contribute!
Awesome Calculators - (Source ⭐ 109, 📝 20/10/22 ) - 😎 A curated list of resources related to calculators!
Awesome Captcha - (Source ⭐ 1.1K, 📝 23/10/04 ) - 🔑 Curated list of awesome captcha libraries and crack tools.
Awesome Chatops - (Source ⭐ 782, 📝 21/10/14 ) - 🤖 A collection of awesome things about ChatOps – managing operations through a chat
Awesome Cheminformatics - (Source ⭐ 625, 📝 03/15 ) - A curated list of Cheminformatics libraries and software.
Awesome Ciandcd - (Source ⭐ 1.5K, 📝 22/07/25 ) - continuous integration and continuous delivery
Awesome Codepoints - (Source ⭐ 724, 📝 22/07/24 ) - Awesome Code Points
Awesome Coins - (Source ⭐ 3.6K, 📝 21/12/07 ) - ₿ A guide (for humans!) to cryto-currencies and their algos.
Awesome Competitive Programming - (Source ⭐ 10K, 📝 21/11/21 ) - 💎 A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
Awesome Computational Biology - (Source ⭐ 43, 📝 23/11/29 ) - Awesome list of computational biology.
Awesome Connectivity Info - (Source ⭐ 107, 📝 02/29 ) - Awesome list of connectivity indexes and reports to help you better under who has access to communication infrastructure and on what terms.
Awesome Creative Coding - (Source ⭐ 12K, 📝 02/23 ) - Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
Awesome Creative Technology - (Source ⭐ 335, 📝 23/12/01 ) - Curated list of Creative Technology groups, companies, studios, collectives, etc.
Awesome Credit Modeling - (Source ⭐ 104, 📝 02/02 ) - A collection of awesome papers, articles and various resources on credit and credit risk modeling
Awesome Cropsteering - (Source ⭐ 0, 📝 03/12 ) - Curated by IXYZ list of OpenSource projects in indoor/outdoor agriculture automation, crop steering and cannabis cultivation
Awesome Cytodata - (Source ⭐ 64, 📝 23/11/16 ) - A curated list of awesome cytodata resources
Awesome Dataviz - (Source ⭐ 3.1K, 📝 22/02/17 ) - 📈 A curated list of awesome data visualization libraries and resources.
Awesome Ddd - (Source ⭐ 10K, 📝 01/05 ) - A curated list of Domain-Driven Design (DDD), Command Query Responsibility Segregation (CQRS), Event Sourcing, and Event Storming resources
Awesome Design Principles - (Source ⭐ 446, 📝 21/01/09 ) - ✨ A curated list of awesome design principles
Awesome Dev Fun - (Source ⭐ 532, 📝 21/06/21 ) - A curated list of awesome fun libs/packages/languages that have no real purpose but to make a developer chuckle.
Awesome Distraction Blocker - (Source ⭐ 11, 📝 03/11 ) - A curated list of top productivity distraction blocker apps
Awesome Dtrace - (Source ⭐ 141, 📝 17/07/21 ) - A curated list of awesome DTrace books, articles, videos, tools and resources.
Awesome Earth - (Source ⭐ 1.3K, 📝 01/11 ) - "What can I do about the climate crisis?" Here are 326 things you can do.
Awesome Economics - (Source ⭐ 1K, 📝 23/03/14 ) - A curated collection of links for economists
Awesome Esolangs - (Source ⭐ 422, 📝 23/09/27 ) - Curated list of awesome Esoteric languages and resources
Awesome Falsehood - (Source ⭐ 23K, 📝 23/11/09 ) - 😱 Falsehoods Programmers Believe in
Awesome Flutter - (Source ⭐ 47K, 📝 22/12/26 ) - An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.
Awesome Food - (Source ⭐ 123, 📝 22/12/15 ) - A curated list of food related projects on Github
Awesome for Beginners - (Source ⭐ 50K, 📝 23/04/15 ) - A list of awesome beginners-friendly projects.
Awesome Foss Apps - (Source ⭐ 222, 📝 22/08/13 ) - A curated list of awesome production grade free and open source software organized by category
Awesome Framer - (Source ⭐ 515, 📝 18/06/06 ) - A curated list of awesome things related to Framer prototyping tool
Awesome Frc - (Source ⭐ 93, 📝 23/07/23 ) - A curated list of packages and resources regarding the FIRST Robotics Competition.
Awesome Free Software - (Source ⭐ 1.3K, 📝 23/07/14 ) - Curated list of free as in freedom software
Awesome Funny Markov - (Source ⭐ 186, 📝 22/09/13 ) - A curated list of delightfully amusing and facetious Markov chain output.
Awesome Generative Deep Art - (Source ⭐ 1.8K, 📝 03/13 ) - A curated list of Generative AI tools, works, models, and references
Awesome Geojson - (Source ⭐ 2.1K, 📝 23/12/26 ) - GeoJSON utilities that will make your life easier.
Awesome Git Addons - (Source ⭐ 1.8K, 📝 23/10/02 ) - 😎 A curated list of add-ons that extend/enhance the git CLI.
Awesome Github Wiki - (Source ⭐ 164, 📝 23/12/27 ) - :neckbeard: Awesome list GitHub Wikis
Awesome Glp1 - (Source ⭐ 0, 📝 02/20 ) - Awesome resources around the GLP1 Receptor Agonist class of treatments. Sponsored by GLP1.Guide
Awesome Graphql - (Source ⭐ 14K, 📝 02/25 ) - Awesome list of GraphQL
Awesome Gulp - (Source ⭐ 593, 📝 18/08/20 ) - 🍹 A curated list of awesome gulp resources, plugins, and boilerplates for a better development workflow automation - http://alferov.github.io/awesome-gulp
Awesome Hacking - (Source ⭐ 73K, 📝 23/12/26 ) - A collection of various awesome lists for hackers, pentesters and security researchers
Awesome Homematic - (Source ⭐ 157, 📝 21/01/16 ) - A curated list of Homematic related links ✨
Awesome Icons - (Source ⭐ 1.1K, 📝 23/07/01 ) - A curated list of awesome Web Font Icons
Awesome Inspectit - (Source ⭐ 22, 📝 17/11/21 ) - A curated list of awesome inspectIT documentations and resources.
Awesome Irc - (Source ⭐ 731, 📝 23/05/22 ) - A curated list of awesome IRC resources.
Awesome It Quotes - (Source ⭐ 440, 📝 21/01/26 ) - This is a list of awesome IT quotes. The aim is to collect all relevant quotes said over the history of IT.
Awesome Json - (Source ⭐ 1.3K, 📝 03/04 ) - A curated list of awesome JSON libraries and resources.
Awesome Json Datasets - (Source ⭐ 2.7K, 📝 22/03/28 ) - A curated list of awesome JSON datasets that don't require authentication.
Awesome Jupyter - (Source ⭐ 3.7K, 📝 03/04 ) - A curated list of awesome Jupyter projects, libraries and resources
Awesome Katas - (Source ⭐ 2.4K, 📝 23/11/20 ) - A curated list of code katas
Awesome Kotlin - (Source ⭐ 11K, 📝 03/14 ) - A curated list of awesome Kotlin related stuff Inspired by awesome-java.
Awesome Kubernetes - (Source ⭐ 15K, 📝 02/12 ) - A curated list for awesome kubernetes sources 🚢🎉
Awesome LaTeX - (Source ⭐ 1.2K, 📝 23/10/03 ) - Curated list of LaTeX awesomeness
Awesome Ledger - (Source ⭐ 126, 📝 18/04/25 ) - ⭐ Useful resources for the Ledger command-line accounting system
Awesome List - (Source ⭐ 290K, 📝 02/14 ) - 😎 Awesome lists about all kinds of interesting topics
Awesome Lowcode - (Source ⭐ 287, 📝 01/16 ) - A collection of Awesome low-code development platform (LCDP).
Awesome Macos Screensavers - (Source ⭐ 3.1K, 📝 23/06/29 ) - 🍎 🖥 🎆 A curated list of screensavers for Mac OS X
Awesome Magento2 - (Source ⭐ 1.1K, 📝 23/09/23 ) - Curated list of awesome Magento 2 Extensions, Resources and other Highlights
Awesome Maintainers - (Source ⭐ 1.1K, 📝 21/08/14 ) - Talks, blog posts, and interviews about the experience of being an open source maintainer
Awesome Markdown - (Source ⭐ 668, 📝 22/05/26 ) - 📝 Delightful Markdown stuff.
Awesome Microservices - (Source ⭐ 13K, 📝 02/01 ) - A curated list of Microservice Architecture related principles and technologies.
Awesome Mqtt - (Source ⭐ 1.8K, 📝 21/11/13 ) - A curated list of MQTT related stuff. ✨
Awesome Naming - (Source ⭐ 1.2K, 📝 03/10 ) - A curated list for when naming things is done right.
Awesome No Login Web Apps - (Source ⭐ 2.2K, 📝 23/06/16 ) - 🚀 Awesome (free) web apps that work without login
Awesome Open Source Supporters - (Source ⭐ 596, 📝 22/07/22 ) - ⭐️ A curated list of companies that offer their services for free to Open Source projects
Awesome Opengl - (Source ⭐ 1.9K, 📝 23/08/17 ) - A curated list of awesome OpenGL libraries, debuggers and resources.
Awesome Opensource Apps - (Source ⭐ 2.8K, 📝 23/05/22 ) - 🏠ℹ️ Curated list of awesome open source crafted web & mobile applications - Learn, Fork, Contribute & Most Importantly Enjoy!
Awesome OpenSourcePhotography - (Source ⭐ 413, 📝 22/03/20 ) - A list of awesome free open source software & libraries for photography. Also tools for video.
Awesome Openstreetmap - (Source ⭐ 546, 📝 03/12 ) - 😎 Curated list of awesome OpenSteetMap-projects
Awesome Orgs - (Source ⭐ 13, 📝 23/07/22 ) - 🥰 List of awesome GitHub organizations
Awesome Parasite - (Source ⭐ 29, 📝 01/03 ) - A curated list of host-parasite information
Awesome Pokemon - (Source ⭐ 503, 📝 22/06/15 ) - 🎮 A curated list of awesome Pokémon & Pokémon Go resources, tools and more.
Awesome Prisma - (Source ⭐ 580, 📝 02/23 ) - A collection of awesome things regarding Prisma ecosystem.
Awesome Product Design - (Source ⭐ 2K, 📝 23/03/18 ) - A collection of bookmarks, resources, articles for product designers.
Awesome Projects Boilerplates - (Source ⭐ 1.1K, 📝 23/04/02 ) - Boilerplates for mobile and web apps
Awesome Prometheus - (Source ⭐ 1.6K, 📝 01/21 ) - A curated list of awesome Prometheus resources, projects and tools.
Awesome Qr Code - (Source ⭐ 45, 📝 22/07/14 ) - A curated list of awesome QR code libraries, software and resources
Awesome Quantified Self - (Source ⭐ 2.1K, 📝 02/21 ) - 📊 Websites, Resources, Devices, Wearables, Applications, and Platforms for Self Tracking
Awesome Qubes OS - (Source ⭐ 64, 📝 23/12/26 ) - A curated list of awesome qubes os links
Awesome Radio - (Source ⭐ 191, 📝 18/06/01 ) - Awesome radio stuff
Awesome Readme - (Source ⭐ 17K, 📝 03/15 ) - A curated list of awesome READMEs
Awesome Research - (Source ⭐ 1.7K, 📝 23/08/15 ) - 🌱 a curated list of tools to help you with your research/life; I built a front end around this repo, please use the link below [This repo is Not Maintained Anymore]
Awesome Rest - (Source ⭐ 3.4K, 📝 23/07/25 ) - A collaborative list of great resources about RESTful API architecture, development, test, and performance
Awesome Rss Feeds - (Source ⭐ 159, 📝 21/07/18 ) - Awesome RSS feeds - A curated list of RSS feeds (and OPML files) used in Recommended Feeds and local news sections of Plenary - an RSS reader, article downloader and a podcast player app for android
Awesome Saltstack - (Source ⭐ 488, 📝 21/07/08 ) - 🧂 A collaborative curated list of awesome SaltStack resources, tutorials and other salted stuff.
Awesome Scientific Computing - (Source ⭐ 1.2K, 📝 03/11 ) - 😎 Curated list of awesome software for numerical analysis and scientific computing
Awesome Scientific Writing - (Source ⭐ 614, 📝 23/11/12 ) - ⌨️ A curated list of awesome tools, demos and resources to go beyond LaTeX
Awesome Scriptable - (Source ⭐ 995, 📝 01/19 ) - A curated list of awesome Scriptable scripts and widgets.
Awesome Selfhosted - (Source ⭐ 172K, 📝 03/09 ) - A list of Free Software network services and web applications which can be hosted on your own servers
Awesome Sketch - (Source ⭐ 730, 📝 17/10/03 ) - 📚 delightful stuff for SketchApp students.
Awesome Software Architecture - (Source ⭐ 1.8K, 📝 23/05/03 ) - A curated list of resources on software architecture
Awesome Software Patreons - (Source ⭐ 476, 📝 02/12 ) - A curated list of awesome programmers and software projects you can support!
Awesome Speakers - (Source ⭐ 761, 📝 23/08/24 ) - Awesome speakers in the programming and design communities
Awesome Sre - (Source ⭐ 9.1K, 📝 22/09/02 ) - A curated list of Site Reliability and Production Engineering resources.
Awesome Stacks - (Source ⭐ 3.3K, 📝 03/08 ) - A curated list of tech stacks for building different applications & features
Awesome Steam - (Source ⭐ 443, 📝 23/06/27 ) - 😎 A curated list of packages and resources regarding Steam development
Awesome Theravada - (Source ⭐ 126, 📝 23/07/14 ) - Curated list of Theravada Buddhist teachings
Awesome Tikz - (Source ⭐ 1.1K, 📝 20/11/29 ) - A curated list of awesome TikZ documentations, libraries and resources
Awesome Transit - (Source ⭐ 1.2K, 📝 03/06 ) - Community list of transit APIs, apps, datasets, research, and software 🚌🌟🚋🌟🚂
Awesome Translations - (Source ⭐ 95, 📝 01/09 ) - 😎 Awesome lists about Internationalization & localization stuff. l10n, g11n, m17n, i18n. Translations! 🌎🌍
Awesome Uncopyright - (Source ⭐ 379, 📝 21/07/01 ) - Curated list of all things public domain
Awesome Unicode - (Source ⭐ 809, 📝 16/07/05 ) - 😂 👌 A curated list of delightful Unicode tidbits, packages and resources.
Awesome Userscripts - (Source ⭐ 1.3K, 📝 23/11/29 ) - 📖 A curated list of Awesome Userscripts.
Awesome Veganism - (Source ⭐ 56, 📝 23/09/15 ) - curated list of awesome resources, pointers, and tips related to veganism
Awesome Video - (Source ⭐ 1.4K, 📝 01/23 ) - A curated list of awesome streaming video tools, frameworks, libraries, and learning resources.
Awesome Vorpal - (Source ⭐ 134, 📝 16/12/11 ) - A curated list of delightful Vorpal extensions.
Awesome Vulkan - (Source ⭐ 3.1K, 📝 23/08/27 ) - Awesome Vulkan ecosystem
Awesome Web Archiving - (Source ⭐ 1.7K, 📝 01/19 ) - An Awesome List for getting started with web archiving
Awesome Web Design - (Source ⭐ 2.1K, 📝 19/06/25 ) - 🎨 A curated list of awesome resources for digital designers.
Awesome Web Monetization - (Source ⭐ 279, 📝 23/09/10 ) - 🕶️ Stuffs about Web Monetization. Packages, articles, documentation links and others tools.
Awesome Webxr - (Source ⭐ 185, 📝 03/05 ) - All things WebXR.
Awesome Workshopper - (Source ⭐ 1.2K, 📝 16/01/24 ) - A list of CLI workshopper/adventure tutorials for various things. Inspired by awesome.
Awesome Wp Cli - (Source ⭐ 170, 📝 23/08/08 ) - A curated list of packages and resources for WP-CLI, the command-line interface for WordPress.
Awesome4girls - (Source ⭐ 481, 📝 21/03/12 ) - A curated list of inclusive events/projects/initiatives for women in the tech area. 💝
AwesomeCSV - (Source ⭐ 612, 📝 03/04 ) - 🕶️A curated list of awesome tools for dealing with CSV.
Bots - (Source ⭐ 1.2K, 📝 23/03/27 ) - ⚡ Tools for building bots
Citizen Science - (Source ⭐ 202, 📝 23/10/10 ) - 🔬 A repository of resources related to citizen, community-based and/or non-institutional science
Colorful - (Source ⭐ 996, 📝 23/12/26 ) - A curated list of awesome resources to choose your next color scheme
Discount for Student Dev - (Source ⭐ 2.7K, 📝 02/14 ) - This is list of discounts on software (SaaS, PaaS, IaaS, etc.) and other offerings for developers who are students
Engineering Blogs - (Source ⭐ 29K, 📝 02/21 ) - A curated list of engineering blogs
Free for Dev - (Source ⭐ 82K, 📝 03/14 ) - A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Guides - (Source ⭐ 2K, 📝 22/07/12 ) - Design and development guides
Mind Expanding Books - (Source ⭐ 11K, 📝 23/10/11 ) - 📚 Find your next book to read!
Open Source Flutter Apps - (Source ⭐ 3.3K, 📝 01/08 ) - 📱 List of open source Flutter applications :octocat:
Public Apis - (Source ⭐ 257K, 📝 23/09/21 ) - A collective list of free APIs
Services Engineering - (Source ⭐ 3.4K, 📝 20/05/09 ) - A reading list for services engineering, with a focus on cloud infrastructure services
Toolsforactivism - (Source ⭐ 891, 📝 22/10/11 ) - growing list of digital tools for activism things
Urban and Regional Planning Resources - (Source ⭐ 220, 📝 03/12 ) - Community list of data & technology resources concerning the built environment and communities. 🏙️🌳🚌🚦🗺️

Networking

Awesome Network Analysis - (Source ⭐ 3.2K, 📝 23/07/14 ) - A curated list of awesome network analysis resources.
Awesome Pcaptools - (Source ⭐ 2.8K, 📝 23/08/23 ) - A collection of tools developed by other researchers in the Computer Science area to process network traces. All the right reserved for the original authors.
Awesome Rtc - (Source ⭐ 202, 📝 22/03/28 ) - 📡 A curated list of awesome Real Time Communications resources
Awesome Sdn - (Source ⭐ 1.1K, 📝 20/10/18 ) - A awesome list about Software Defined Network (SDN)
Awesome Snmp - (Source ⭐ 31, 📝 23/02/03 ) - A curated list of awesome SNMP libraries, tools, and other resources.

Platforms

Awesome - (Source ⭐ 21K, 📝 21/04/08 ) - 💻 🎉 An awesome & curated list of best applications and tools for Windows.
Awesome Actions on Google - (Source ⭐ 63, 📝 20/10/31 ) - A collection of useful things regarding Actions on Google.
Awesome Adafruitio - (Source ⭐ 39, 📝 22/02/20 ) - A curated list of awesome Adafruit IO guides, videos, libraries, frameworks, software and resources.
Awesome Amazon Alexa - (Source ⭐ 524, 📝 21/05/04 ) - 🗣Curated list of awesome resources for the Amazon Alexa platform.
Awesome Android - (Source ⭐ 9.5K, 📝 22/01/28 ) - A curated list of awesome Android packages and resources.
Awesome Appimage - (Source ⭐ 295, 📝 23/05/29 ) - Lovingly crafted AppImage tools and resources
Awesome Arcgis Developers - (Source ⭐ 188, 📝 23/12/27 ) - A curated list of resources to help you with ArcGIS development, APIs, SDKs, tools, and location services
Awesome Arch - (Source ⭐ 313, 📝 23/04/28 ) - 😎 A complete list of Arch-based projects
Awesome Aws - (Source ⭐ 12K, 📝 23/05/29 ) - A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
Awesome Capacitor - (Source ⭐ 403, 📝 02/23 ) - 😎 Awesome lists of capacitor plugins.
Awesome Cloudflare - (Source ⭐ 404, 📝 23/05/26 ) - ⛅️ Curated list of awesome Cloudflare worker recipes, open-source projects, guides, blogs and other resources.
Awesome Cordova - (Source ⭐ 283, 📝 19/10/25 ) - 📱 A curated list of amazingly awesome Cordova libraries, resources and shiny things.
Awesome Cross Platform Nodejs - (Source ⭐ 1K, 📝 22/08/03 ) - 👬 A curated list of awesome developer tools for writing cross-platform Node.js code
Awesome Deno - (Source ⭐ 4.1K, 📝 03/06 ) - Curated list of awesome things related to Deno
Awesome Digitalocean - (Source ⭐ 286, 📝 21/04/30 ) - A curated list of amazingly awesome DigitalOcean resources inspired by Awesome Sysadmin
Awesome Dos - (Source ⭐ 391, 📝 01/08 ) - Curated list of references for development of DOS applications.
Awesome Dotnet - (Source ⭐ 18K, 📝 02/23 ) - A collection of awesome .NET libraries, tools, frameworks and software
Awesome Dotnet Core - (Source ⭐ 19K, 📝 22/08/18 ) - 🐝 A collection of awesome .NET core libraries, tools, frameworks and software
Awesome Ebpf - (Source ⭐ 3.7K, 📝 01/30 ) - A curated list of awesome projects related to eBPF.
Awesome Electron - (Source ⭐ 25K, 📝 23/09/15 ) - Useful resources for creating apps with Electron
Awesome Esp - (Source ⭐ 482, 📝 22/06/19 ) - 📶 A curated list of awesome ESP8266/32 projects and code
Awesome Firebase - (Source ⭐ 660, 📝 23/09/11 ) - 🔥 List of Firebase talks, tools, examples & articles! Translations in 🇬🇧 🇷🇺 Contributions welcome!
Awesome Fuse - (Source ⭐ 322, 📝 18/08/08 ) - A curated list of awesome Fuse applications, articles, and plugins
Awesome Gnome - (Source ⭐ 990, 📝 03/02 ) - A curated list of awesome apps, extensions, modules, themes and tools for the Gnome Desktop Environment.
Awesome Heroku - (Source ⭐ 280, 📝 19/06/29 ) - A curated list of helpful Heroku resources.
Awesome Home Assistant - (Source ⭐ 4.1K, 📝 22/06/21 ) - A curated list of amazingly awesome Home Assistant resources.
Awesome Ibmcloud - (Source ⭐ 74, 📝 20/09/14 ) - A curated list of awesome IBM Cloud SDKs, open source repositories, tools, blogs and other resources.
Awesome Integration - (Source ⭐ 295, 📝 03/15 ) - A curated list of awesome system integration software and resources.
Awesome Ios - (Source ⭐ 45K, 📝 01/30 ) - A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects
Awesome IoT Hybrid - (Source ⭐ 487, 📝 19/09/10 ) - The missing awesome list - collection of awesome IoT and Hybrid Apps frameworks, tools, resources, videos and shiny things.
Awesome Ipfs - (Source ⭐ 4.2K, 📝 01/25 ) - Community list of awesome projects, apps, tools, pinning services and more related to IPFS.
Awesome Jvm - (Source ⭐ 1.9K, 📝 18/07/12 ) - A curated list of awesome loosely performance related JVM stuff. Inspired by awesome-python.
Awesome Kde - (Source ⭐ 244, 📝 21/11/04 ) - A curated list of awesome apps, extensions, modules, themes and tools for the KDE Desktop Environment.
Awesome Linux - (Source ⭐ 3.5K, 📝 19/01/16 ) - 🐧 A list of awesome projects and resources that make Linux even more awesome. 🐧
Awesome Linux Containers - (Source ⭐ 1.6K, 📝 23/06/11 ) - A curated list of awesome Linux Containers frameworks, libraries and software
Awesome Low Code - (Source ⭐ 270, 📝 03/13 ) - Awesome Low Code platforms, vendors, tools and resources
Awesome Mac - (Source ⭐ 69K, 📝 03/09 ) -  Now we have become very big, Different from the original idea. Collect premium software in various categories.
Awesome Nix - (Source ⭐ 2.3K, 📝 03/05 ) - 😎 A curated list of the best resources in the Nix community [maintainer=@cyntheticfox]
Awesome Nodejs - (Source ⭐ 55K, 📝 02/28 ) - ⚡ Delightful Node.js packages and resources
Awesome Nodered - (Source ⭐ 351, 📝 23/02/23 ) - A collection of interesting nodes and resources for Node-RED
Awesome Qt - (Source ⭐ 1.1K, 📝 21/10/15 ) - A curated list of awesome tools, libraries, and resources for the Qt framework.
Awesome Raspberry Pi - (Source ⭐ 13K, 📝 03/10 ) - 📝 A curated list of awesome Raspberry Pi tools, projects, images and resources
Awesome React Native - (Source ⭐ 32K, 📝 21/04/25 ) - Awesome React Native components, news, tools, and learning material!
Awesome Ros2 - (Source ⭐ 1.4K, 📝 23/06/12 ) - The Robot Operating System Version 2.0 is awesome!
Awesome Roslyn - (Source ⭐ 520, 📝 21/03/09 ) - Curated list of awesome Roslyn books, tutorials, open-source projects, analyzers, code fixes, refactorings, and source generators
Awesome Salesforce - (Source ⭐ 611, 📝 21/10/11 ) - A curated list of delightful Salesforce Platform Resources
Awesome Smart Tv - (Source ⭐ 816, 📝 21/02/03 ) - ⚡A curated list of awesome resources for building Smart TV apps
Awesome WebExtensions - (Source ⭐ 1.2K, 📝 22/07/13 ) - A curated list of awesome resources for WebExtensions development.
Awesome Xamarin - (Source ⭐ 1.9K, 📝 21/11/28 ) - A collection of interesting libraries/tools for Xamarin mobile projects
Frontend Dev Bookmarks - (Source ⭐ 36K, 📝 16/08/02 ) - Manually curated collection of resources for frontend web developers.
Open Source Mac Os Apps - (Source ⭐ 37K, 📝 23/11/03 ) - 🚀 Awesome list of open source applications for macOS. https://t.me/s/opensourcemacosapps

Productivity Tools

Awesome Productivity Tools - (Source ⭐ 27, 📝 03/02 ) - My Awesome list of productivity tools and products

Programming Languages

Awesome Actionscript3 - (Source ⭐ 188, 📝 22/11/13 ) - A curated list of awesome libraries and components for ActionScript 3 and Adobe AIR.
Awesome Ada - (Source ⭐ 551, 📝 03/15 ) - A curated list of awesome resources related to the Ada and SPARK programming language
Awesome Asyncio - (Source ⭐ 3.8K, 📝 23/01/08 ) - A curated list of awesome Python asyncio frameworks, libraries, software and resources
Awesome AutoHotkey - (Source ⭐ 2.1K, 📝 22/09/04 ) - A curated list of awesome AutoHotkey libraries, library distributions, scripts, tools and resources.
Awesome AutoIt - (Source ⭐ 756, 📝 22/07/10 ) - ⭐ A curated list of awesome UDFs, example scripts, tools and useful resources for AutoIt.
Awesome Ava - (Source ⭐ 333, 📝 22/09/12 ) - Awesome AVA resources
Awesome C - (Source ⭐ 3K, 📝 19/10/17 ) - Continuing the development of awesome-c list on GitHub
Awesome Circuitpython - (Source ⭐ 596, 📝 03/07 ) - A curated list of awesome CircuitPython guides, videos, libraries, frameworks, software and resources.
Awesome Cl - (Source ⭐ 2.4K, 📝 02/14 ) - A curated list of awesome Common Lisp frameworks, libraries and other shiny stuff.
Awesome Clojure - (Source ⭐ 2.6K, 📝 23/12/29 ) - A curated list of awesome Clojure libraries and resources. Inspired by awesome-... stuff
Awesome Clojurescript - (Source ⭐ 967, 📝 23/02/03 ) - A community driven list of ClojureScript frameworks, libraries and wrappers.
Awesome Cmake - (Source ⭐ 4.4K, 📝 22/05/18 ) - A curated list of awesome CMake resources, scripts, modules and examples.
Awesome Coldfusion - (Source ⭐ 86, 📝 21/12/29 ) - A curated list of awesome ColdFusion frameworks, libraries and software.
Awesome Common Lisp Learning - (Source ⭐ 175, 📝 23/10/17 ) - A curated list of awesome Common Lisp learning resources
Awesome Composer - (Source ⭐ 815, 📝 22/07/22 ) - 😎 A curated awesome list for Composer, Packagist, Satis, Plugins, Scripts, Composer related resources, tutorials.
Awesome Coq - (Source ⭐ 275, 📝 03/05 ) - A curated list of awesome Coq libraries, plugins, tools, verification projects, and resources [maintainers=@anton-trunov,@palmskog]
Awesome Cpp - (Source ⭐ 54K, 📝 03/13 ) - A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Awesome Crystal - (Source ⭐ 3.3K, 📝 03/15 ) - 💎 A collection of awesome Crystal libraries, tools, frameworks and software
Awesome D - (Source ⭐ 620, 📝 01/15 ) - A curated list of awesome D documents, frameworks, libraries and software. Inspired by awesome-python.
Awesome Dart - (Source ⭐ 2.2K, 📝 23/09/05 ) - A curated list of awesome Dart frameworks, libraries, and software
Awesome Django - (Source ⭐ 8.3K, 📝 03/08 ) - A curated list of awesome things related to Django
Awesome Elixir - (Source ⭐ 12K, 📝 02/25 ) - A curated list of amazingly awesome Elixir and Erlang libraries, resources and shiny things. Updates:
Awesome Elm - (Source ⭐ 3.5K, 📝 23/07/24 ) - A curated list of useful Elm tutorials, libraries and software. Inspired by awesome list. Feel free to contribute. 🚀
Awesome Embedded Rust - (Source ⭐ 5.4K, 📝 02/23 ) - Curated list of resources for Embedded and Low-level development in the Rust programming language
Awesome Erlang - (Source ⭐ 1.4K, 📝 18/11/02 ) - A curated list of awesome Erlang libraries, resources and shiny things.
Awesome Eslint - (Source ⭐ 4K, 📝 02/08 ) - A list of awesome ESLint plugins, configs, etc.
Awesome Eta - (Source ⭐ 59, 📝 19/08/14 ) - ⭐ Useful resources for the Eta programming language
Awesome Fortran - (Source ⭐ 318, 📝 20/05/12 ) - Awesome list of Fortran libs
Awesome Fp Js - (Source ⭐ 5.9K, 📝 02/17 ) - 😎 A curated list of awesome functional programming stuff in js
Awesome Frege - (Source ⭐ 27, 📝 19/08/14 ) - ⭐ Useful resources for the Frege programming language
Awesome Go - (Source ⭐ 117K, 📝 03/10 ) - A curated list of awesome Go frameworks, libraries and software
Awesome Groovy - (Source ⭐ 689, 📝 23/07/11 ) - A curated list of awesome groovy libraries, frameworks and resources
Awesome Haskell - (Source ⭐ 2.8K, 📝 22/12/16 ) - A collection of awesome Haskell links, frameworks, libraries and software. Inspired by awesome projects line.
Awesome Idris - (Source ⭐ 353, 📝 20/01/24 ) - 𝛌 Awesome Idris resources
Awesome Imba - (Source ⭐ 122, 📝 21/10/18 ) - ⭐ A curated list of awesome Imba frameworks, libraries, software and resources
Awesome Java - (Source ⭐ 39K, 📝 02/24 ) - A curated list of awesome frameworks, libraries and software for the Java programming language.
Awesome Javascript - (Source ⭐ 32K, 📝 02/08 ) - 🐢 A collection of awesome browser-side JavaScript libraries, resources and shiny things.
Awesome Lua - (Source ⭐ 3.2K, 📝 18/04/06 ) - A curated list of quality Lua packages and resources.
Awesome Mad Science - (Source ⭐ 1K, 📝 17/02/08 ) - Delightful npm packages that make you say "wow, didn't know that was possible!"
Awesome Micro Npm Packages - (Source ⭐ 4.5K, 📝 23/09/13 ) - A curated list of small, focused npm packages.
Awesome Micropython - (Source ⭐ 1.2K, 📝 03/07 ) - A curated list of awesome MicroPython libraries, frameworks, software and resources.
Awesome Network Js - (Source ⭐ 518, 📝 20/07/15 ) - A 🎩 list of network layer resources written pure JS.
Awesome Npm - (Source ⭐ 4.3K, 📝 23/11/06 ) - Awesome npm resources and tips
Awesome Npm Scripts - (Source ⭐ 678, 📝 22/09/23 ) - Everything awesome related to npm scripts and using npm as a build tool.
Awesome Observables - (Source ⭐ 316, 📝 21/10/13 ) - Awesome Observable related stuff - An Observable is a collection that arrives over time.
Awesome Ocaml - (Source ⭐ 2.7K, 📝 03/07 ) - A curated collection of awesome OCaml tools, frameworks, libraries and articles.
Awesome Pascal - (Source ⭐ 1.5K, 📝 23/04/20 ) - A curated list of awesome Delphi/FreePascal/(any)Pascal frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff. Open source and freeware only!
Awesome Perl - (Source ⭐ 621, 📝 21/01/13 ) - A curated list of awesome Perl frameworks and libraries. Come on Pull Requests!
Awesome Php - (Source ⭐ 30K, 📝 03/12 ) - A curated list of amazingly awesome PHP libraries, resources and shiny things.
Awesome Polars - (Source ⭐ 551, 📝 03/15 ) - A curated list of Polars talks, tools, examples & articles. Contributions welcome !
Awesome Ponyfills - (Source ⭐ 46, 📝 20/08/14 ) - A curated list of awesome ponyfills for writing cross-platform and cross-browser code.
Awesome Promises - (Source ⭐ 1.5K, 📝 16/11/17 ) - A curated list of useful resources for JavaScript Promises
Awesome Purescript - (Source ⭐ 418, 📝 22/02/14 ) - A curation of awesome PureScript libraries, resources and shiny things.
Awesome Python - (Source ⭐ 199K, 📝 02/23 ) - An opinionated list of awesome Python frameworks, libraries, software and resources.
Awesome Python Data Science - (Source ⭐ 2.1K, 📝 23/10/19 ) - Probably the best curated list of data science software in Python.
Awesome Python Scientific Audio - (Source ⭐ 1.4K, 📝 23/07/15 ) - Curated list of python software and packages related to scientific research in audio
Awesome Python Typing - (Source ⭐ 1.5K, 📝 03/05 ) - Collection of awesome Python types, stubs, plugins, and tools to work with them.
Awesome Qsharp - (Source ⭐ 132, 📝 22/08/11 ) - A curated list of Q# code and resources.
Awesome R - (Source ⭐ 5.7K, 📝 02/25 ) - A curated list of awesome R packages, frameworks and software.
Awesome R Learning Resources - (Source ⭐ 431, 📝 22/01/06 ) - A curated collection of free resources to help deepen your understanding of the R programming language. Updated regularly. Contributions encouraged via pull request (see contributing.md).
Awesome Ruby - (Source ⭐ 13K, 📝 02/23 ) - 💎 A collection of awesome Ruby libraries, tools, frameworks and software
Awesome Rust - (Source ⭐ 42K, 📝 03/15 ) - A curated list of Rust code and resources.
Awesome Rxjava - (Source ⭐ 283, 📝 16/08/30 ) - Useful resources for working with RxJava
Awesome Scala - (Source ⭐ 8.6K, 📝 22/09/19 ) - A community driven list of useful Scala libraries, frameworks and software.
Awesome Scala Native - (Source ⭐ 218, 📝 21/10/27 ) - Compilation of Scala Native resources and libraries
Awesome Standard - (Source ⭐ 351, 📝 21/05/07 ) - Documenting the explosion of packages in the standard ecosystem!
Awesome Swift - (Source ⭐ 24K, 📝 02/27 ) - A collaborative list of awesome Swift libraries and resources. Feel free to contribute!
Awesome Swift Playgrounds - (Source ⭐ 4K, 📝 23/09/15 ) - A List of Awesome Swift Playgrounds
Awesome V - (Source ⭐ 1.8K, 📝 02/17 ) - A curated list of awesome V frameworks, libraries, software and resources.
Awesome Vala - (Source ⭐ 129, 📝 23/12/27 ) - A curated list of Vala projects
Awesome Zig - (Source ⭐ 303, 📝 03/14 ) - A list of awesome projects related to Zig
Js Must Watch - (Source ⭐ 13K, 📝 22/01/20 ) - Must-watch videos about javascript
Jstips - (Source ⭐ 12K, 📝 21/12/07 ) - This is about useful JS tips!
Julia.jl - (Source ⭐ 1.3K, 📝 22/07/09 ) - Curated decibans of Julia programming language.

Security

Android Security Awesome - (Source ⭐ 7.5K, 📝 03/07 ) - A collection of android security related resources
Awesome Ctf - (Source ⭐ 7.4K, 📝 20/05/18 ) - A curated list of CTF frameworks, libraries, resources and softwares
Awesome Cyber Security University - (Source ⭐ 984, 📝 23/11/09 ) - 🎓 Because Education should be free. Contributions welcome! 🕵️
Awesome Cybersecurity Blueteam - (Source ⭐ 3.6K, 📝 23/11/10 ) - 💻🛡️ A curated collection of awesome resources, tools, and other shiny things for cybersecurity blue teams.
Awesome Devsecops - (Source ⭐ 1.1K, 📝 01/08 ) - Curating the best DevSecOps resources and tooling.
Awesome Embedded and Iot Security - (Source ⭐ 1.4K, 📝 23/10/17 ) - A curated list of awesome embedded and IoT security resources.
Awesome Evm Security - (Source ⭐ 77, 📝 22/05/16 ) - 🕶 A high-level overview of the EVM security ecosystem
Awesome Executable Packing - (Source ⭐ 951, 📝 01/16 ) - A curated list of awesome resources related to executable packing
Awesome Fuzzing - (Source ⭐ 711, 📝 23/11/20 ) - A curated list of awesome Fuzzing(or Fuzz Testing) for software security
Awesome Gdpr - (Source ⭐ 151, 📝 02/08 ) - Protection of natural persons with regard to the processing of personal data and on the free movement of such data.
Awesome Hacking - (Source ⭐ 11K, 📝 23/12/27 ) - A curated list of awesome Hacking tutorials, tools and resources
Awesome Hacking Locations - (Source ⭐ 1K, 📝 23/06/26 ) - 💻 ☕ List of Awesome Hacking Locations, organised by Country and City, listing if it features power and wifi
Awesome Honeypots - (Source ⭐ 7.8K, 📝 23/12/27 ) - an awesome list of honeypot resources
Awesome Incident Response - (Source ⭐ 6.9K, 📝 23/11/19 ) - A curated list of tools for incident response
Awesome Keycloak - (Source ⭐ 1.6K, 📝 02/08 ) - A curated list of resources for learning about http://www.keycloak.org
Awesome Lockpicking - (Source ⭐ 961, 📝 21/03/06 ) - 🔓😎 A curated list of awesome guides, tools, and other resources related to the security and compromise of locks, safes, and keys.
Awesome Malware Analysis - (Source ⭐ 9.1K, 📝 20/08/19 ) - Defund the Police.
Awesome Malware Persistence - (Source ⭐ 76, 📝 23/03/19 ) - A curated list of awesome malware persistence tools and resources.
Awesome Pentest - (Source ⭐ 20K, 📝 02/08 ) - A collection of awesome penetration testing resources, tools and other shiny things
Awesome Piracy - (Source ⭐ 23K, 📝 21/04/23 ) - A curated list of awesome warez and piracy links
Awesome Privacy - (Source ⭐ 11K, 📝 02/16 ) - Awesome Privacy - A curated list of services and alternatives that respect your privacy because PRIVACY MATTERS.
Awesome Security - (Source ⭐ 11K, 📝 23/12/28 ) - A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.
Awesome Vehicle Security - (Source ⭐ 2.7K, 📝 02/08 ) - 🚗 A curated list of resources for learning about vehicle security and car hacking.
Awesome Web Security - (Source ⭐ 9K, 📝 20/10/05 ) - 🐶 A curated list of Web Security materials and resources.

Testing

Awesome Appium - (Source ⭐ 387, 📝 21/09/28 ) - A curated list of delightful Appium resources.
Awesome Gatling - (Source ⭐ 57, 📝 23/10/18 ) - A collection of resources covering different aspects of Gatling load testing tool usage.
Awesome Jmeter - (Source ⭐ 672, 📝 02/08 ) - A collection of resources covering different aspects of JMeter usage.
Awesome K6 - (Source ⭐ 481, 📝 01/18 ) - A curated list of awesome tools, content and projects using k6
Awesome Playwright - (Source ⭐ 623, 📝 02/15 ) - A curated list of awesome tools, utils and projects using Playwright
Awesome Regression Testing - (Source ⭐ 2K, 📝 23/11/21 ) - 🕶️ A curated list of resources around the topic: visual regression testing
Awesome Selenium - (Source ⭐ 921, 📝 23/08/01 ) - A curated list of delightful Selenium resources.
Awesome Tap - (Source ⭐ 587, 📝 23/01/05 ) - Useful resources for the Test Anything Protocol
Awesome Testing - (Source ⭐ 1.6K, 📝 03/13 ) - A curated list of testing resources

Theory

Awesome Agi Cocosci - (Source ⭐ 236, 📝 03/15 ) - An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
Awesome Algorithms - (Source ⭐ 15K, 📝 23/09/23 ) - A curated list of awesome places to learn and/or practice algorithms.
Awesome Artificial Intelligence - (Source ⭐ 8.9K, 📝 03/15 ) - A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Awesome Audit Algorithms - (Source ⭐ 81, 📝 03/12 ) - A curated list of algorithms and papers for auditing black-box algorithms.
Awesome Math - (Source ⭐ 8K, 📝 03/12 ) - A curated list of awesome mathematics resources
Awesome Osint - (Source ⭐ 16K, 📝 02/23 ) - 😱 A curated list of amazingly awesome OSINT
Awesome Recursion Schemes - (Source ⭐ 1.1K, 📝 20/11/25 ) - Resources for learning and using recursion schemes.
Awesome Talks - (Source ⭐ 5.9K, 📝 23/11/01 ) - Awesome online talks and screencasts
Papers We Love - (Source ⭐ 75K, 📝 23/07/20 ) - Papers from the computer science community to read and discuss.
Search Engine Optimization - (Source ⭐ 2K, 📝 21/02/03 ) - 🔍 A helpful checklist/collection of Search Engine Optimization (SEO) tips and techniques.

Work

Awesome Code Review - (Source ⭐ 4.1K, 📝 01/17 ) - An "Awesome" list of code review resources - articles, papers, tools, etc
Awesome Internships - (Source ⭐ 227, 📝 21/06/03 ) - A curated list of tech internships resources.
Awesome Interview Questions - (Source ⭐ 51K, 📝 21/11/11 ) - :octocat: A curated awesome list of lists of interview questions. Feel free to contribute! 🎓
Awesome Job Boards - (Source ⭐ 1.1K, 📝 02/28 ) -
Awesome Productivity - (Source ⭐ 1.9K, 📝 23/05/26 ) - A curated list of delightful productivity resources.
Awesome Remote Job - (Source ⭐ 28K, 📝 03/15 ) - A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
Awesome Slack - (Source ⭐ 804, 📝 23/05/26 ) - A curated list of awesome Slack related things
Awesome Slack - (Source ⭐ 307, 📝 23/05/26 ) - 🕶️ List of communities powered by Slack.

Social Media

Contribution

This repo is generated by trackawesomelist-source, if you want to add your awesome list here, please edit config.yml, and send a pull request, or just open an issue, I'll add it manually.

If you want to add badge (
) to your awesome list, please add the following code to your README.md:

[![Track Awesome List](https://www.trackawesomelist.com/badge.svg)](https://www.trackawesomelist.com/your_repo_pathname/)

The doc is still under construction, if you have any question, please open an issue

Top 50 Awesome List

araguaci — Thu, 28 Mar 2024 17:58:12 +0000

Top 50 Awesome List

Free Programming Books (English, By Programming Language) - (Source ⭐ 315K 📝 03/15 ) - 📚 Freely available programming books
Awesome Selfhosted - (Source ⭐ 172K 📝 03/09 ) - A list of Free Software network services and web applications which can be hosted on your own servers
Free for Dev - (Source ⭐ 82K 📝 03/14 ) - A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
Awesome Go - (Source ⭐ 117K 📝 03/10 ) - A curated list of awesome Go frameworks, libraries and software
Awesome Cpp - (Source ⭐ 54K 📝 03/13 ) - A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
Awesome Rust - (Source ⭐ 42K 📝 03/15 ) - A curated list of Rust code and resources.
Awesome Mac - (Source ⭐ 69K 📝 03/09 ) -  Now we have become very big, Different from the original idea. Collect premium software in various categories.
Awesome React Components - (Source ⭐ 40K 📝 03/14 ) - Curated List of React Components & Libraries.
Awesome Remote Job - (Source ⭐ 28K 📝 03/15 ) - A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
Awesome Python - (Source ⭐ 199K 📝 02/23 ) - An opinionated list of awesome Python frameworks, libraries, software and resources.
Awesome Php - (Source ⭐ 30K 📝 03/12 ) - A curated list of amazingly awesome PHP libraries, resources and shiny things.
Awesome Readme - (Source ⭐ 17K 📝 03/15 ) - A curated list of awesome READMEs
Awesome List - (Source ⭐ 290K 📝 02/14 ) - 😎 Awesome lists about all kinds of interesting topics
Awesome Sysadmin - (Source ⭐ 22K 📝 03/11 ) - A curated list of amazingly awesome open-source sysadmin resources.
Awesome Zsh Plugins - (Source ⭐ 14K 📝 03/15 ) - A collection of ZSH frameworks, plugins, themes and tutorials.
Awesome Neovim - (Source ⭐ 13K 📝 03/15 ) - Collections of awesome neovim plugins.
Static Analysis - (Source ⭐ 13K 📝 03/15 ) - ⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve code quality.
Awesome Nodejs - (Source ⭐ 55K 📝 02/28 ) - ⚡ Delightful Node.js packages and resources
Awesome Machine Learning - (Source ⭐ 63K 📝 02/27 ) - A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome Quant - (Source ⭐ 15K 📝 03/11 ) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
Awesome Kotlin - (Source ⭐ 11K 📝 03/14 ) - A curated list of awesome Kotlin related stuff Inspired by awesome-java.
Awesome Artificial Intelligence - (Source ⭐ 8.9K 📝 03/15 ) - A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Awesome Raspberry Pi - (Source ⭐ 13K 📝 03/10 ) - 📝 A curated list of awesome Raspberry Pi tools, projects, images and resources
Awesome Math - (Source ⭐ 8K 📝 03/12 ) - A curated list of awesome mathematics resources
Awesome Java - (Source ⭐ 39K 📝 02/24 ) - A curated list of awesome frameworks, libraries and software for the Java programming language.
Awesome Tmux - (Source ⭐ 6.8K 📝 03/11 ) - A list of awesome resources for tmux
Awesome Css Frameworks - (Source ⭐ 7.1K 📝 03/11 ) - List of awesome CSS frameworks in 2024
Awesome Swift - (Source ⭐ 24K 📝 02/27 ) - A collaborative list of awesome Swift libraries and resources. Feel free to contribute!
Awesome Godot - (Source ⭐ 5.6K 📝 03/12 ) - A curated list of free/libre plugins, scripts and add-ons for Godot
Awesome Django - (Source ⭐ 8.3K 📝 03/08 ) - A curated list of awesome things related to Django
Awesome Langchain - (Source ⭐ 6.3K 📝 03/09 ) - 😎 Awesome list of tools and projects with the awesome LangChain framework
Android Security Awesome - (Source ⭐ 7.5K 📝 03/07 ) - A collection of android security related resources
awsm.fish - (Source ⭐ 3.9K 📝 03/14 ) - A curation of prompts, plugins & other Fish treasures 🐚💎
Awesome Postgres - (Source ⭐ 9.4K 📝 03/05 ) - A curated list of awesome PostgreSQL software, libraries, tools and resources, inspired by awesome-mysql
Awesome Crystal - (Source ⭐ 3.3K 📝 03/15 ) - 💎 A collection of awesome Crystal libraries, tools, frameworks and software
Awesome Vite - (Source ⭐ 13K 📝 03/01 ) - ⚡️ A curated list of awesome things related to Vite.js
Engineering Blogs - (Source ⭐ 29K 📝 02/21 ) - A curated list of engineering blogs
Awesome Shell - (Source ⭐ 30K 📝 02/20 ) - A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
Awesome Typescript - (Source ⭐ 4.4K 📝 03/11 ) - A collection of awesome TypeScript resources for client-side and server-side development. Write your awesome JavaScript in TypeScript
Awesome Newsletters - (Source ⭐ 3.7K 📝 03/11 ) - A list of amazing Newsletters
Awesome Mongodb - (Source ⭐ 2.3K 📝 03/15 ) - 🍃 A curated list of awesome MongoDB resources, libraries, tools and applications
Awesome Dotnet - (Source ⭐ 18K 📝 02/23 ) - A collection of awesome .NET libraries, tools, frameworks and software
Awesome Graphql - (Source ⭐ 14K 📝 02/25 ) - Awesome list of GraphQL
Awesome Nextjs - (Source ⭐ 9.7K 📝 02/28 ) - 📔 📚 A curated list of awesome resources : books, videos, articles about using Next.js (A minimalistic framework for universal server-rendered React applications)
Awesome Osint - (Source ⭐ 16K 📝 02/23 ) - 😱 A curated list of amazingly awesome OSINT
Awesome Terraform - (Source ⭐ 5K 📝 03/05 ) - Curated list of resources on HashiCorp's Terraform and OpenTofu
Awesome Elixir - (Source ⭐ 12K 📝 02/25 ) - A curated list of amazingly awesome Elixir and Erlang libraries, resources and shiny things. Updates:
Awesome Deno - (Source ⭐ 4.1K 📝 03/06 ) - Curated list of awesome things related to Deno
Awesome Ruby - (Source ⭐ 13K 📝 02/23 ) - 💎 A collection of awesome Ruby libraries, tools, frameworks and software
Awesome Stacks - (Source ⭐ 3.3K 📝 03/08 ) - A curated list of tech stacks for building different applications & features

Docker on WSL2-Ubuntu

araguaci — Wed, 27 Mar 2024 18:41:00 +0000

The Windows Subsystem for Linux v2 (WSL2) is available in preview for Windows 10 users. WSL2 is a substantial improvement over WSL and offers significantly faster file system performance and full system call capabilities. Which means we can finally run dockerd in WSL!

WSL2 is currently only available as a preview feature through the Windows Insider program. WSL2 requires Windows 10 build 18917 or higher which currently requires the "Fast Ring" of Windows Insider.

If you're not ready to run a fast ring preview on your dev box, you can download an ISO and experiment with WSL2 in a VM. Windows Insider ISOs are available here:

Setup WSL2

Setup instructions for WSL2 are available here: Make sure to install the Ubuntu distro from the Microsoft Store

Once setup, start a command prompt and run the following command to verify Ubuntu is set to version 2

# Set WSL to default to v2
wsl --set-default-version 2

# check the version
wsl -l -v

# Output should show Ubuntu and version 2
# if not, you can upgrade the distro
# this usually takes 5-10 minutes
wsl --set-version Ubuntu 2

Install Docker

From WSL bash, run the following commands to setup Docker. These are nearly identical to setting up on an Ubuntu VM.

# update the package manager and install some prerequisites (all of these aren't technically required)
sudo apt-get update
sudo apt-get install -y apt-transport-https ca-certificates curl software-properties-common libssl-dev libffi-dev git wget nano

# create a group named docker and add yourself to it
#   so that we don't have to type sudo docker every time
#   note you will need to logout and login before this takes affect (which we do later)
sudo groupadd docker
sudo usermod -aG docker ${USER}

# add Docker key and repo
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"

# (optional) add kubectl key and repo
curl -s https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add -
echo "deb https://apt.kubernetes.io/ kubernetes-xenial main" | sudo tee /etc/apt/sources.list.d/kubernetes.list

# update the package manager with the new repos
sudo apt-get update

# upgrade the distro
sudo apt-get upgrade -y
sudo apt-get autoremove -y

# install docker
sudo apt-get install -y docker-ce containerd.io

# (optional) install kubectl
sudo apt-get install -y kubectl

# (optional) install latest version of docker compose
sudo curl -sSL https://github.com/docker/compose/releases/download/`curl -s https://github.com/docker/compose/tags | \
grep "compose/releases/tag" | sed -r 's|.*([0-9]+\.[0-9]+\.[0-9]+).*|\1|p' | head -n 1`/docker-compose-`uname -s`-`uname -m` \
-o /usr/local/bin/docker-compose && sudo chmod +x /usr/local/bin/docker-compose

Finalizing setup

Currently, Docker doesn't auto start, so you have to start the service each time. The below command will patch your .profile to start Docker each time you login.

echo "sudo service docker start" >> ~/.profile

# exit and then restart WSL
exit

Once you exit and restart WSL (just run "wsl" from the command prompt or Windows Run command), Docker should work correctly. To test, run the following command from WSL bash.

docker run -it hello-world

Lagniappe

I prefer WSL to always start in my home directory (~), so I use the following to add that to my .profile

echo "cd ~" >> ~/.profile

Install Azure CLI

# add Azure CLI key and repo
curl -sL https://packages.microsoft.com/keys/microsoft.asc | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/microsoft.asc.gpg
CLI_REPO=$(lsb_release -cs)
echo "deb [arch=amd64] https://packages.microsoft.com/repos/azure-cli/ ${CLI_REPO} main" | sudo tee /etc/apt/sources.list.d/azure-cli.list

# update the package manager
sudo apt-get update

# install Azure CLI
sudo apt-get install -y azure-cli

Install dotnet core

# add the dotnet core repo
echo "deb [arch=amd64] https://packages.microsoft.com/repos/microsoft-ubuntu-bionic-prod bionic main" | sudo tee /etc/apt/sources.list.d/dotnetdev.list

# update the package manager
sudo apt-get update

# install dotnet core
sudo apt-get install -y dotnet-sdk-2.2

What the f_ck JavaScript?

araguaci — Fri, 03 Jun 2022 23:59:48 +0000

What the f*ck JavaScript?

A list of funny and tricky JavaScript examples

JavaScript is a great language. It has a simple syntax, large ecosystem and, what is most important, a great community.

At the same time, we all know that JavaScript is quite a funny language with tricky parts. Some of them can quickly turn our everyday job into hell, and some of them can make us laugh out loud.

The original idea for WTFJS belongs to Brian Leroux. This list is highly inspired by his talk “WTFJS” at dotJS 2012:

Node Packaged Manuscript

You can install this handbook using npm. Just run:

$ npm install -g wtfjs

You should be able to run wtfjs at the command line now. This will open the manual in your selected $PAGER. Otherwise, you may continue reading on here.

The source is available here: https://github.com/denysdovhan/wtfjs

Translations

Currently, there are these translations of wtfjs:

Help translating to your language

Note: Translations are maintained by their translators. They may not contain every example, and existing examples may be outdated.

What the f*ck JavaScript?
Node Packaged Manuscript
Translations
Table of Contents
💪🏻 Motivation
✍🏻 Notation
👀 Examples
- [] is equal ![]
- 💡 Explanation:
- true is not equal ![], but not equal [] too
- 💡 Explanation:
- true is false
- 💡 Explanation:
- baNaNa
- 💡 Explanation:
- NaN is not a NaN
- 💡 Explanation:
- Object.is() and === weird cases
- 💡 Explanation:
- It's a fail
- 💡 Explanation:
- [] is truthy, but not true
- 💡 Explanation:
- null is falsy, but not false
- 💡 Explanation:
- document.all is an object, but it is undefined
- 💡 Explanation:
- Minimal value is greater than zero
- 💡 Explanation:
- function is not a function
- 💡 Explanation:
- Super constructor null of Foo is not a constructor
- 💡 Explanation:
- Adding arrays
- 💡 Explanation:
- Trailing commas in array
- 💡 Explanation:
- Array equality is a monster
- 💡 Explanation:
- undefined and Number
- 💡 Explanation:
- parseInt is a bad guy
- Math with true and false
- 💡 Explanation:
- HTML comments are valid in JavaScript
- 💡 Explanation:
- Chaining assignments on object
- 💡 Explanation:
- Accessing object properties with arrays
- 💡 Explanation:
- Number.toFixed() display different numbers
- 💡 Explanation:
- Math.max() less than Math.min()
- 💡 Explanation:
- Comparing null to 0
- 💡 Explanation:
- Same variable redeclaration
- 💡 Explanation:
- Default behavior Array.prototype.sort()
- 💡 Explanation:
- Hint
- resolve() won't return Promise instance
- 💡 Explanation:
- {}{} is undefined
- 💡 Explanation:
- arguments binding
- 💡 Explanation:
- An alert from hell
- 💡 Explanation:
- An infinite timeout
- 💡 Explanation:
- A setTimeout object
- 💡 Explanation:
- Double dot
- 💡 Explanation:
- Extra Newness
- 💡 Explanation:
- Why you should use semicolons
- 💡 Explanation:
- Split a string by a space
- 💡 Explanation:
- A stringified string
- 💡 Explanation:
- Non-strict comparison of a number to true
- 💡 Explanation:
📚 Other resources
🤝 Supporting
🎓 License

💪🏻 Motivation

Just for fun

— “Just for Fun: The Story of an Accidental Revolutionary”, Linus Torvalds

The primary goal of this list is to collect some crazy examples and explain how they work, if possible. Just because it's fun to learn something that we didn't know before.

If you are a beginner, you can use these notes to get a deeper dive into JavaScript. I hope these notes will motivate you to spend more time reading the specification.

If you are a professional developer, you can consider these examples as a great reference for all of the quirks and unexpected edges of our beloved JavaScript.

In any case, just read this. You're probably going to find something new.

⚠️ Note: If you enjoy reading this document, please, consider supporting the author of this collection.

✍🏻 Notation

// -> is used to show the result of an expression. For example:

1 + 1; // -> 2

// > means the result of console.log or another output. For example:

console.log("hello, world!"); // > hello, world!

// is just a comment used for explanations. Example:

// Assigning a function to foo constant
const foo = function() {};

👀 Examples

`[]` is equal `![]`

Array is equal not array:

[] == ![]; // -> true

💡 Explanation:

The abstract equality operator converts both sides to numbers to compare them, and both sides become the number 0 for different reasons. Arrays are truthy, so on the right, the opposite of a truthy value is false, which is then coerced to 0. On the left, however, an empty array is coerced to a number without becoming a boolean first, and empty arrays are coerced to 0, despite being truthy.

Here is how this expression simplifies:

+[] == +![];
0 == +false;
0 == 0;
true;

See also [] is truthy, but not true.

`true` is not equal `![]`, but not equal `[]` too

Array is not equal true, but not Array is not equal true too;
Array is equal false, not Array is equal false too:

true == []; // -> false
true == ![]; // -> false

false == []; // -> true
false == ![]; // -> true

💡 Explanation:

true == []; // -> false
true == ![]; // -> false

// According to the specification

true == []; // -> false

toNumber(true); // -> 1
toNumber([]); // -> 0

1 == 0; // -> false

true == ![]; // -> false

![]; // -> false

true == false; // -> false

false == []; // -> true
false == ![]; // -> true

// According to the specification

false == []; // -> true

toNumber(false); // -> 0
toNumber([]); // -> 0

0 == 0; // -> true

false == ![]; // -> true

![]; // -> false

false == false; // -> true

7.2.15 Abstract Equality Comparison

true is false

!!"false" == !!"true"; // -> true
!!"false" === !!"true"; // -> true

💡 Explanation:

Consider this step-by-step:

// true is 'truthy' and represented by value 1 (number), 'true' in string form is NaN.
true == "true"; // -> false
false == "false"; // -> false

// 'false' is not the empty string, so it's a truthy value
!!"false"; // -> true
!!"true"; // -> true

7.2.15 Abstract Equality Comparison

baNaNa

"b" + "a" + +"a" + "a"; // -> 'baNaNa'

This is an old-school joke in JavaScript, but remastered. Here's the original one:

"foo" + +"bar"; // -> 'fooNaN'

💡 Explanation:

The expression is evaluated as 'foo' + (+'bar'), which converts 'bar' to not a number.

`NaN` is not a `NaN`

NaN === NaN; // -> false

💡 Explanation:

The specification strictly defines the logic behind this behavior:

If Type(x) is different from Type(y), return false.

If Type(x) is Number, then

If x is NaN, return false.

If y is NaN, return false.

… … …

— 7.2.14 Strict Equality Comparison

Following the definition of NaN from the IEEE:

Four mutually exclusive relations are possible: less than, equal, greater than, and unordered. The last case arises when at least one operand is NaN. Every NaN shall compare unordered with everything, including itself.

— “What is the rationale for all comparisons returning false for IEEE754 NaN values?” at StackOverflow

`Object.is()` and `===` weird cases

Object.is() determines if two values have the same value or not. It works similar to the === operator but there are a few weird cases:

Object.is(NaN, NaN); // -> true
NaN === NaN; // -> false

Object.is(-0, 0); // -> false
-0 === 0; // -> true

Object.is(NaN, 0 / 0); // -> true
NaN === 0 / 0; // -> false

💡 Explanation:

In JavaScript lingo, NaN and NaN are the same value but they're not strictly equal. NaN === NaN being false is apparently due to historical reasons so it would probably be better to accept it as it is.

Similarly, -0 and 0 are strictly equal, but they're not the same value.

For more details about NaN === NaN, see the above case.

It's a fail

You would not believe, but …

(![] + [])[+[]] +
  (![] + [])[+!+[]] +
  ([![]] + [][[]])[+!+[] + [+[]]] +
  (![] + [])[!+[] + !+[]];
// -> 'fail'

💡 Explanation:

By breaking that mass of symbols into pieces, we notice that the following pattern occurs often:

![] + []; // -> 'false'
![]; // -> false

So we try adding [] to false. But due to a number of internal function calls (binary + Operator -> ToPrimitive -> [[DefaultValue]]) we end up converting the right operand to a string:

![] + [].toString(); // 'false'

Thinking of a string as an array we can access its first character via [0]:

"false"[0]; // -> 'f'

The rest is obvious, but the i is tricky. The i in fail is grabbed by generating the string 'falseundefined' and grabbing the element on index ['10'].

More examples:

+![]          // -> 0
+!![]         // -> 1
!![]          // -> true
![]           // -> false
[][[]]        // -> undefined
+!![] / +![]  // -> Infinity
[] + {}       // -> "[object Object]"
+{}           // -> NaN

Brainfuck beware: JavaScript is after you!
Writing a sentence without using the Alphabet — generate any phrase using JavaScript

`[]` is truthy, but not `true`

An array is a truthy value, however, it's not equal to true.

!![]       // -> true
[] == true // -> false

💡 Explanation:

Here are links to the corresponding sections in the ECMA-262 specification:

`null` is falsy, but not `false`

Despite the fact that null is a falsy value, it's not equal to false.

!!null; // -> false
null == false; // -> false

At the same time, other falsy values, like 0 or '' are equal to false.

0 == false; // -> true
"" == false; // -> true

💡 Explanation:

The explanation is the same as for previous example. Here's the corresponding link:

7.2.15 Abstract Equality Comparison

`document.all` is an object, but it is undefined

⚠️ This is part of the Browser API and won't work in a Node.js environment ⚠️

Despite the fact that document.all is an array-like object and it gives access to the DOM nodes in the page, it responds to the typeof function as undefined.

document.all instanceof Object; // -> true
typeof document.all; // -> 'undefined'

At the same time, document.all is not equal to undefined.

document.all === undefined; // -> false
document.all === null; // -> false

But at the same time:

document.all == null; // -> true

💡 Explanation:

document.all used to be a way to access DOM elements, in particular with old versions of IE. While it has never been a standard it was broadly used in the old age JS code. When the standard progressed with new APIs (such as document.getElementById) this API call became obsolete and the standard committee had to decide what to do with it. Because of its broad use they decided to keep the API but introduce a willful violation of the JavaScript specification.
The reason why it responds to false when using the Strict Equality Comparison with undefined while true when using the Abstract Equality Comparison is due to the willful violation of the specification that explicitly allows that.

— “Obsolete features - document.all” at WhatWG - HTML spec
— “Chapter 4 - ToBoolean - Falsy values” at YDKJS - Types & Grammar

Minimal value is greater than zero

Number.MIN_VALUE is the smallest number, which is greater than zero:

Number.MIN_VALUE > 0; // -> true

💡 Explanation:

Number.MIN_VALUE is 5e-324, i.e. the smallest positive number that can be represented within float precision, i.e. that's as close as you can get to zero. It defines the best resolution that floats can give you.

Now the overall smallest value is Number.NEGATIVE_INFINITY although it's not really numeric in a strict sense.

— “Why is 0 less than Number.MIN_VALUE in JavaScript?” at StackOverflow

20.1.2.9 Number.MIN_VALUE

function is not a function

⚠️ A bug present in V8 v5.5 or lower (Node.js <=7) ⚠️

All of you know about the annoying undefined is not a function, but what about this?

// Declare a class which extends null
class Foo extends null {}
// -> [Function: Foo]

new Foo() instanceof null;
// > TypeError: function is not a function
// >     at … … …

💡 Explanation:

This is not a part of the specification. It's just a bug that has now been fixed, so there shouldn't be a problem with it in the future.

Super constructor null of Foo is not a constructor

It's continuation of story with previous bug in modern environment (tested with Chrome 71 and Node.js v11.8.0).

class Foo extends null {}
new Foo() instanceof null;
// > TypeError: Super constructor null of Foo is not a constructor

💡 Explanation:

This is not a bug because:

Object.getPrototypeOf(Foo.prototype); // -> null

If the class has no constructor the call from prototype chain. But in the parent has no constructor. Just in case, I’ll clarify that null is an object:

typeof null === "object";

Therefore, you can inherit from it (although in the world of the OOP for such terms would have beaten me). So you can't call the null constructor. If you change this code:

class Foo extends null {
  constructor() {
    console.log("something");
  }
}

You see the error:

ReferenceError: Must call super constructor in derived class before accessing 'this' or returning from derived constructor

And if you add super:

class Foo extends null {
  constructor() {
    console.log(111);
    super();
  }
}

JS throws an error:

TypeError: Super constructor null of Foo is not a constructor

An explanation of this issue by @geekjob

Adding arrays

What if you try to add two arrays?

[1, 2, 3] + [4, 5, 6]; // -> '1,2,34,5,6'

💡 Explanation:

The concatenation happens. Step-by-step, it looks like this:

[1, 2, 3] +
  [4, 5, 6][
    // call toString()
    (1, 2, 3)
  ].toString() +
  [4, 5, 6].toString();
// concatenation
"1,2,3" + "4,5,6";
// ->
("1,2,34,5,6");

Trailing commas in array

You've created an array with 4 empty elements. Despite all, you'll get an array with three elements, because of trailing commas:

let a = [, , ,];
a.length; // -> 3
a.toString(); // -> ',,'

💡 Explanation:

Trailing commas (sometimes called "final commas") can be useful when adding new elements, parameters, or properties to JavaScript code. If you want to add a new property, you can simply add a new line without modifying the previously last line if that line already uses a trailing comma. This makes version-control diffs cleaner and editing code might be less troublesome.

— Trailing commas at MDN

Array equality is a monster

Array equality is a monster in JS, as you can see below:

[] == ''   // -> true
[] == 0    // -> true
[''] == '' // -> true
[0] == 0   // -> true
[0] == ''  // -> false
[''] == 0  // -> true

[null] == ''      // true
[null] == 0       // true
[undefined] == '' // true
[undefined] == 0  // true

[[]] == 0  // true
[[]] == '' // true

[[[[[[]]]]]] == '' // true
[[[[[[]]]]]] == 0  // true

[[[[[[ null ]]]]]] == 0  // true
[[[[[[ null ]]]]]] == '' // true

[[[[[[ undefined ]]]]]] == 0  // true
[[[[[[ undefined ]]]]]] == '' // true

💡 Explanation:

You should watch very carefully for the above examples! The behaviour is described in section 7.2.15 Abstract Equality Comparison of the specification.

`undefined` and `Number`

If we don't pass any arguments into the Number constructor, we'll get 0. The value undefined is assigned to formal arguments when there are no actual arguments, so you might expect that Number without arguments takes undefined as a value of its parameter. However, when we pass undefined, we will get NaN.

Number(); // -> 0
Number(undefined); // -> NaN

💡 Explanation:

According to the specification:

If no arguments were passed to this function's invocation, let n be +0.
Else, let n be ? ToNumber(value).
In case of undefined, ToNumber(undefined) should return NaN.

Here's the corresponding section:

`parseInt` is a bad guy

parseInt is famous by its quirks:

parseInt("f*ck"); // -> NaN
parseInt("f*ck", 16); // -> 15

💡 Explanation: This happens because parseInt will continue parsing character-by-character until it hits a character it doesn't know. The f in 'f*ck' is the hexadecimal digit 15.

Parsing Infinity to integer is something…

//
parseInt("Infinity", 10); // -> NaN
// ...
parseInt("Infinity", 18); // -> NaN...
parseInt("Infinity", 19); // -> 18
// ...
parseInt("Infinity", 23); // -> 18...
parseInt("Infinity", 24); // -> 151176378
// ...
parseInt("Infinity", 29); // -> 385849803
parseInt("Infinity", 30); // -> 13693557269
// ...
parseInt("Infinity", 34); // -> 28872273981
parseInt("Infinity", 35); // -> 1201203301724
parseInt("Infinity", 36); // -> 1461559270678...
parseInt("Infinity", 37); // -> NaN

Be careful with parsing null too:

parseInt(null, 24); // -> 23

💡 Explanation:

It's converting null to the string "null" and trying to convert it. For radixes 0 through 23, there are no numerals it can convert, so it returns NaN. At 24, "n", the 14th letter, is added to the numeral system. At 31, "u", the 21st letter, is added and the entire string can be decoded. At 37 on there is no longer any valid numeral set that can be generated and NaN is returned.

— “parseInt(null, 24) === 23… wait, what?” at StackOverflow

Don't forget about octals:

parseInt("06"); // 6
parseInt("08"); // 8 if support ECMAScript 5
parseInt("08"); // 0 if not support ECMAScript 5

💡 Explanation: If the input string begins with "0", radix is eight (octal) or 10 (decimal). Exactly which radix is chosen is implementation-dependent. ECMAScript 5 specifies that 10 (decimal) is used, but not all browsers support this yet. For this reason always specify a radix when using parseInt.

parseInt always convert input to string:

parseInt({ toString: () => 2, valueOf: () => 1 }); // -> 2
Number({ toString: () => 2, valueOf: () => 1 }); // -> 1

Be careful while parsing floating point values

parseInt(0.000001); // -> 0
parseInt(0.0000001); // -> 1
parseInt(1 / 1999999); // -> 5

💡 Explanation: ParseInt takes a string argument and returns an integer of the specified radix. ParseInt also strips anything after and including the first non-digit in the string parameter. 0.000001 is converted to a string "0.000001" and the parseInt returns 0. When 0.0000001 is converted to a string it is treated as "1e-7" and hence parseInt returns 1. 1/1999999 is interpreted as 5.00000250000125e-7 and parseInt returns 5.

Math with `true` and `false`

Let's do some math:

true + true; // -> 2
(true + true) * (true + true) - true; // -> 3

Hmmm… 🤔

💡 Explanation:

We can coerce values to numbers with the Number constructor. It's quite obvious that true will be coerced to 1:

Number(true); // -> 1

The unary plus operator attempts to convert its value into a number. It can convert string representations of integers and floats, as well as the non-string values true, false, and null. If it cannot parse a particular value, it will evaluate to NaN. That means we can coerce true to 1 easier:

+true; // -> 1

When you're performing addition or multiplication, the ToNumber method is invoked. According to the specification, this method returns:

If argument is true, return 1. If argument is false, return +0.

That's why we can add boolean values as regular numbers and get correct results.

Corresponding sections:

HTML comments are valid in JavaScript

You will be impressed, but <!-- (which is known as HTML comment) is a valid comment in JavaScript.

// valid comment
<!-- valid comment too

💡 Explanation:

Impressed? HTML-like comments were intended to allow browsers that didn't understand the <script> tag to degrade gracefully. These browsers, e.g. Netscape 1.x are no longer popular. So there is really no point in putting HTML comments in your script tags anymore.

Since Node.js is based on the V8 engine, HTML-like comments are supported by the Node.js runtime too. Moreover, they're a part of the specification:

B.1.3 HTML-like Comments

`NaN` is not a number

Type of NaN is a 'number':

typeof NaN; // -> 'number'

💡 Explanation:

Explanations of how typeof and instanceof operators work:

`[]` and `null` are objects

typeof []; // -> 'object'
typeof null; // -> 'object'

// however
null instanceof Object; // false

💡 Explanation:

The behavior of typeof operator is defined in this section of the specification:

13.5.3 The typeof Operator

According to the specification, the typeof operator returns a string according to Table 37: typeof Operator Results. For null, ordinary, standard exotic and non-standard exotic objects, which do not implement [[Call]], it returns the string "object".

However, you can check the type of an object by using the toString method.

Object.prototype.toString.call([]);
// -> '[object Array]'

Object.prototype.toString.call(new Date());
// -> '[object Date]'

Object.prototype.toString.call(null);
// -> '[object Null]'

Magically increasing numbers

999999999999999; // -> 999999999999999
9999999999999999; // -> 10000000000000000

10000000000000000; // -> 10000000000000000
10000000000000000 + 1; // -> 10000000000000000
10000000000000000 + 1.1; // -> 10000000000000002

💡 Explanation:

This is caused by IEEE 754-2008 standard for Binary Floating-Point Arithmetic. At this scale, it rounds to the nearest even number. Read more:

6.1.6 The Number Type
IEEE 754 on Wikipedia

Precision of `0.1 + 0.2`

A well-known joke. An addition of 0.1 and 0.2 is deadly precise:

0.1 + 0.2; // -> 0.30000000000000004
0.1 + 0.2 === 0.3; // -> false

💡 Explanation:

The answer for the ”Is floating point math broken?” question on StackOverflow:

The constants 0.2 and 0.3 in your program will also be approximations to their true values. It happens that the closest double to 0.2 is larger than the rational number 0.2 but that the closest double to 0.3 is smaller than the rational number 0.3. The sum of 0.1 and 0.2 winds up being larger than the rational number 0.3 and hence disagreeing with the constant in your code.

This problem is so known that there is even a website called 0.30000000000000004.com. It occurs in every language that uses floating-point math, not just JavaScript.

Patching numbers

You can add your own methods to wrapper objects like Number or String.

Number.prototype.isOne = function() {
  return Number(this) === 1;
};

(1.0).isOne(); // -> true
(1).isOne(); // -> true
(2.0).isOne(); // -> false
(7).isOne(); // -> false

💡 Explanation:

Obviously, you can extend the Number object like any other object in JavaScript. However, it's not recommended if the behavior of the defined method is not a part of the specification. Here is the list of Number's properties:

20.1 Number Objects

Comparison of three numbers

1 < 2 < 3; // -> true
3 > 2 > 1; // -> false

💡 Explanation:

Why does this work that way? Well, the problem is in the first part of an expression. Here's how it works:

1 < 2 < 3; // 1 < 2 -> true
true < 3; // true -> 1
1 < 3; // -> true

3 > 2 > 1; // 3 > 2 -> true
true > 1; // true -> 1
1 > 1; // -> false

We can fix this with Greater than or equal operator (>=):

3 > 2 >= 1; // true

Read more about Relational operators in the specification:

12.10 Relational Operators

Funny math

Often the results of arithmetic operations in JavaScript might be quite unexpected. Consider these examples:

 3  - 1  // -> 2
 3  + 1  // -> 4
'3' - 1  // -> 2
'3' + 1  // -> '31'

'' + '' // -> ''
[] + [] // -> ''
{} + [] // -> 0
[] + {} // -> '[object Object]'
{} + {} // -> '[object Object][object Object]'

'222' - -'111' // -> 333

[4] * [4]       // -> 16
[] * []         // -> 0
[4, 4] * [4, 4] // NaN

💡 Explanation:

What's happening in the first four examples? Here's a small table to understand addition in JavaScript:

Number  + Number  -> addition
Boolean + Number  -> addition
Boolean + Boolean -> addition
Number  + String  -> concatenation
String  + Boolean -> concatenation
String  + String  -> concatenation

What about other examples? A ToPrimitive and ToString methods are being implicitly called for [] and {} before addition. Read more about evaluation process in the specification:

Notably, {} + [] here is the exception. The reason why it differs from [] + {} is that, without parenthesis, it is interpreted as a code block and then a unary +, converting [] into a number. It sees the following:

{
  // a code block here
}
+[]; // -> 0

To get the same output as [] + {} we can wrap it in parenthesis.

({} + []); // -> [object Object]

Addition of RegExps

Did you know you can add numbers like this?

// Patch a toString method
RegExp.prototype.toString =
  function() {
    return this.source;
  } /
  7 /
  -/5/; // -> 2

💡 Explanation:

21.2.5.10 get RegExp.prototype.source

Strings aren't instances of `String`

"str"; // -> 'str'
typeof "str"; // -> 'string'
"str" instanceof String; // -> false

💡 Explanation:

The String constructor returns a string:

typeof String("str"); // -> 'string'
String("str"); // -> 'str'
String("str") == "str"; // -> true

Let's try with a new:

new String("str") == "str"; // -> true
typeof new String("str"); // -> 'object'

Object? What's that?

new String("str"); // -> [String: 'str']

More information about the String constructor in the specification:

21.1.1 The String Constructor

Calling functions with backticks

Let's declare a function which logs all params into the console:

function f(...args) {
  return args;
}

No doubt, you know you can call this function like this:

f(1, 2, 3); // -> [ 1, 2, 3 ]

But did you know you can call any function with backticks?

f`true is ${true}, false is ${false}, array is ${[1, 2, 3]}`;
// -> [ [ 'true is ', ', false is ', ', array is ', '' ],
// ->   true,
// ->   false,
// ->   [ 1, 2, 3 ] ]

💡 Explanation:

Well, this is not magic at all if you're familiar with Tagged template literals. In the example above, f function is a tag for template literal. Tags before template literal allow you to parse template literals with a function. The first argument of a tag function contains an array of string values. The remaining arguments are related to the expressions. Example:

function template(strings, ...keys) {
  // do something with strings and keys…
}

This is the magic behind famous library called 💅 styled-components, which is popular in the React community.

Link to the specification:

12.3.7 Tagged Templates

Call call call

Found by @cramforce

console.log.call.call.call.call.call.apply(a => a, [1, 2]);

💡 Explanation:

Attention, it could break your mind! Try to reproduce this code in your head: we're applying the call method using the apply method. Read more:

A `constructor` property

const c = "constructor";
c[c][c]('console.log("WTF?")')(); // > WTF?

💡 Explanation:

Let's consider this example step-by-step:

// Declare a new constant which is a string 'constructor'
const c = "constructor";

// c is a string
c; // -> 'constructor'

// Getting a constructor of string
c[c]; // -> [Function: String]

// Getting a constructor of constructor
c[c][c]; // -> [Function: Function]

// Call the Function constructor and pass
// the body of new function as an argument
c[c][c]('console.log("WTF?")'); // -> [Function: anonymous]

// And then call this anonymous function
// The result is console-logging a string 'WTF?'
c[c][c]('console.log("WTF?")')(); // > WTF?

An Object.prototype.constructor returns a reference to the Object constructor function that created the instance object. In case with strings it is String, in case with numbers it is Number and so on.

Object as a key of object's property

{ [{}]: {} } // -> { '[object Object]': {} }

💡 Explanation:

Why does this work so? Here we're using a Computed property name. When you pass an object between those brackets, it coerces object to a string, so we get the property key '[object Object]' and the value {}.

We can make "brackets hell" like this:

({ [{}]: { [{}]: {} } }[{}][{}]); // -> {}

// structure:
// {
//   '[object Object]': {
//     '[object Object]': {}
//   }
// }

Accessing prototypes with `proto`

As we know, primitives don't have prototypes. However, if we try to get a value of __proto__ for primitives, we would get this:

(1).__proto__.__proto__.__proto__; // -> null

💡 Explanation:

This happens because when something doesn't have a prototype, it will be wrapped into a wrapper object using the ToObject method. So, step-by-step:

(1).__proto__; // -> [Number: 0]
(1).__proto__.__proto__; // -> {}
(1).__proto__.__proto__.__proto__; // -> null

Here is more information about __proto__:

`${{Object}}`

What is the result of the expression below?

`${{ Object }}`;

The answer is:

// -> '[object Object]'

💡 Explanation:

We defined an object with a property Object using Shorthand property notation:

{
  Object: Object;
}

Then we've passed this object to the template literal, so the toString method calls for that object. That's why we get the string '[object Object]'.

12.2.9 Template Literals
Object initializer at MDN

Destructuring with default values

Consider this example:

let x,
  { x: y = 1 } = { x };
y;

The example above is a great task for an interview. What the value of y? The answer is:

// -> 1

💡 Explanation:

let x,
  { x: y = 1 } = { x };
y;
//  ↑       ↑           ↑    ↑
//  1       3           2    4

With the example above:

We declare x with no value, so it's undefined.
Then we pack the value of x into the object property x.
Then we extract the value of x using destructuring and want to assign it to y. If the value is not defined, then we're going to use 1 as the default value.
Return the value of y.

Object initializer at MDN

Dots and spreading

Interesting examples could be composed with spreading of arrays. Consider this:

[...[..."..."]].length; // -> 3

💡 Explanation:

Why 3? When we use the spread operator, the @@iterator method is called, and the returned iterator is used to obtain the values to be iterated. The default iterator for string spreads a string into characters. After spreading, we pack these characters into an array. Then we spread this array again and pack it back to an array.

A '...' string consists with three . characters, so the length of resulting array is 3.

Now, step-by-step:

[...'...']             // -> [ '.', '.', '.' ]
[...[...'...']]        // -> [ '.', '.', '.' ]
[...[...'...']].length // -> 3

Obviously, we can spread and wrap the elements of an array as many times as we want:

[...'...']                 // -> [ '.', '.', '.' ]
[...[...'...']]            // -> [ '.', '.', '.' ]
[...[...[...'...']]]       // -> [ '.', '.', '.' ]
[...[...[...[...'...']]]]  // -> [ '.', '.', '.' ]
// and so on …

Labels

Not many programmers know about labels in JavaScript. They are kind of interesting:

foo: {
  console.log("first");
  break foo;
  console.log("second");
}

// > first
// -> undefined

💡 Explanation:

The labeled statement is used with break or continue statements. You can use a label to identify a loop, and then use the break or continue statements to indicate whether a program should interrupt the loop or continue its execution.

In the example above, we identify a label foo. After that console.log('first'); executes and then we interrupt the execution.

Nested labels

a: b: c: d: e: f: g: 1, 2, 3, 4, 5; // -> 5

💡 Explanation:

Similar to previous examples, follow these links:

Insidious `try..catch`

What will this expression return? 2 or 3?

(() => {
  try {
    return 2;
  } finally {
    return 3;
  }
})();

The answer is 3. Surprised?

💡 Explanation:

13.15 The try Statement

Is this multiple inheritance?

Take a look at the example below:

new class F extends (String, Array) {}(); // -> F []

Is this a multiple inheritance? Nope.

💡 Explanation:

The interesting part is the value of the extends clause ((String, Array)). The grouping operator always returns its last argument, so (String, Array) is actually just Array. That means we've just created a class which extends Array.

A generator which yields itself

Consider this example of a generator which yields itself:

(function* f() {
  yield f;
})().next();
// -> { value: [GeneratorFunction: f], done: false }

As you can see, the returned value is an object with its value equal to f. In that case, we can do something like this:

(function* f() {
  yield f;
})()
  .next()
  .value()
  .next()(
    // -> { value: [GeneratorFunction: f], done: false }

    // and again
    function* f() {
      yield f;
    }
  )()
  .next()
  .value()
  .next()
  .value()
  .next()(
    // -> { value: [GeneratorFunction: f], done: false }

    // and again
    function* f() {
      yield f;
    }
  )()
  .next()
  .value()
  .next()
  .value()
  .next()
  .value()
  .next();
// -> { value: [GeneratorFunction: f], done: false }

// and so on
// …

💡 Explanation:

To understand why this works that way, read these sections of the specification:

A class of class

Consider this obfuscated syntax playing:

typeof new class {
  class() {}
}(); // -> 'object'

It seems like we're declaring a class inside of class. Should be an error, however, we get the string 'object'.

💡 Explanation:

Since ECMAScript 5 era, keywords are allowed as property names. So think about it as this simple object example:

const foo = {
  class: function() {}
};

And ES6 standardized shorthand method definitions. Also, classes can be anonymous. So if we drop : function part, we're going to get:

class {
  class() {}
}

The result of a default class is always a simple object. And its typeof should return 'object'.

Non-coercible objects

With well-known symbols, there's a way to get rid of type coercion. Take a look:

function nonCoercible(val) {
  if (val == null) {
    throw TypeError("nonCoercible should not be called with null or undefined");
  }

  const res = Object(val);

  res[Symbol.toPrimitive] = () => {
    throw TypeError("Trying to coerce non-coercible object");
  };

  return res;
}

Now we can use this like this:

// objects
const foo = nonCoercible({ foo: "foo" });

foo * 10; // -> TypeError: Trying to coerce non-coercible object
foo + "evil"; // -> TypeError: Trying to coerce non-coercible object

// strings
const bar = nonCoercible("bar");

bar + "1"; // -> TypeError: Trying to coerce non-coercible object
bar.toString() + 1; // -> bar1
bar === "bar"; // -> false
bar.toString() === "bar"; // -> true
bar == "bar"; // -> TypeError: Trying to coerce non-coercible object

// numbers
const baz = nonCoercible(1);

baz == 1; // -> TypeError: Trying to coerce non-coercible object
baz === 1; // -> false
baz.valueOf() === 1; // -> true

💡 Explanation:

Tricky arrow functions

Consider the example below:

let f = () => 10;
f(); // -> 10

Okay, fine, but what about this:

let f = () => {};
f(); // -> undefined

💡 Explanation:

You might expect {} instead of undefined. This is because the curly braces are part of the syntax of the arrow functions, so f will return undefined. It is however possible to return the {} object directly from an arrow function, by enclosing the return value with brackets.

let f = () => ({});
f(); // -> {}

Arrow functions can not be a constructor

Consider the example below:

let f = function() {
  this.a = 1;
};
new f(); // -> f { 'a': 1 }

Now, try do to the same with an arrow function:

let f = () => {
  this.a = 1;
};
new f(); // -> TypeError: f is not a constructor

💡 Explanation:

Arrow functions cannot be used as constructors and will throw an error when used with new. Because they have a lexical this, and do not have a prototype property, so it would not make much sense.

`arguments` and arrow functions

Consider the example below:

let f = function() {
  return arguments;
};
f("a"); // -> { '0': 'a' }

Now, try do to the same with an arrow function:

let f = () => arguments;
f("a"); // -> Uncaught ReferenceError: arguments is not defined

💡 Explanation:

Arrow functions are a lightweight version of regular functions with a focus on being short and lexical this. At the same time arrow functions do not provide a binding for the arguments object. As a valid alternative use the rest parameters to achieve the same result:

let f = (...args) => args;
f("a");

Arrow functions at MDN.

Tricky return

return statement is also tricky. Consider this:

(function() {
  return
  {
    b: 10;
  }
})(); // -> undefined

💡 Explanation:

return and the returned expression must be in the same line:

(function() {
  return {
    b: 10
  };
})(); // -> { b: 10 }

This is because of a concept called Automatic Semicolon Insertion, which automagically inserts semicolons after most newlines. In the first example, there is a semicolon inserted between the return statement and the object literal, so the function returns undefined and the object literal is never evaluated.

Chaining assignments on object

var foo = { n: 1 };
var bar = foo;

foo.x = foo = { n: 2 };

foo.x; // -> undefined
foo; // -> {n: 2}
bar; // -> {n: 1, x: {n: 2}}

From right to left, {n: 2} is assigned to foo, and the result of this assignment {n: 2} is assigned to foo.x, that's why bar is {n: 1, x: {n: 2}} as bar is a reference to foo. But why foo.x is undefined while bar.x is not ?

💡 Explanation:

Foo and bar references the same object {n: 1}, and lvalues are resolved before assignations. foo = {n: 2} is creating a new object, and so foo is updated to reference that new object. The trick here is foo in foo.x = ... as a lvalue was resolved beforehand and still reference the old foo = {n: 1} object and update it by adding the x value. After that chain assignments, bar still reference the old foo object, but foo reference the new {n: 2} object, where x is not existing.

It's equivalent to:

var foo = { n: 1 };
var bar = foo;

foo = { n: 2 }; // -> {n: 2}
bar.x = foo; // -> {n: 1, x: {n: 2}}
// bar.x point to the address of the new foo object
// it's not equivalent to: bar.x = {n: 2}

Accessing object properties with arrays

var obj = { property: 1 };
var array = ["property"];

obj[array]; // -> 1

What about pseudo-multidimensional arrays?

var map = {};
var x = 1;
var y = 2;
var z = 3;

map[[x, y, z]] = true;
map[[x + 10, y, z]] = true;

map["1,2,3"]; // -> true
map["11,2,3"]; // -> true

💡 Explanation:

The brackets [] operator converts the passed expression using toString. Converting a one-element array to a string is akin to converting the contained element to the string:

["property"].toString(); // -> 'property'

`Number.toFixed()` display different numbers

Number.toFixed() can behave a bit strange in different browsers. Check out this example:

(0.7875).toFixed(3);
// Firefox: -> 0.787
// Chrome: -> 0.787
// IE11: -> 0.788
(0.7876).toFixed(3);
// Firefox: -> 0.788
// Chrome: -> 0.788
// IE11: -> 0.788

💡 Explanation:

While your first instinct may be that IE11 is correct and Firefox/Chrome are wrong, the reality is that Firefox/Chrome are more directly obeying standards for numbers (IEEE-754 Floating Point), while IE11 is minutely disobeying them in (what is probably) an effort to give clearer results.

You can see why this occurs with a few quick tests:

// Confirm the odd result of rounding a 5 down
(0.7875).toFixed(3); // -> 0.787
// It looks like it's just a 5 when you expand to the
// limits of 64-bit (double-precision) float accuracy
(0.7875).toFixed(14); // -> 0.78750000000000
// But what if you go beyond the limit?
(0.7875).toFixed(20); // -> 0.78749999999999997780

Floating point numbers are not stored as a list of decimal digits internally, but through a more complicated methodology that produces tiny inaccuracies that are usually rounded away by toString and similar calls, but are actually present internally.

In this case, that "5" on the end was actually an extremely tiny fraction below a true 5. Rounding it at any reasonable length will render it as a 5... but it is actually not a 5 internally.

IE11, however, will report the value input with only zeros appended to the end even in the toFixed(20) case, as it seems to be forcibly rounding the value to reduce the troubles from hardware limits.

See for reference NOTE 2 on the ECMA-262 definition for toFixed.

20.1.3.3 Number.prototype.toFixed (fractionDigits)

`Math.max()` less than `Math.min()`

I find this example hilarious:

Math.min() > Math.max(); // -> true
Math.min() < Math.max(); // -> false

💡 Explanation:

This is a simple one. Let's consider each part of this expression separately:

Math.min(); // -> Infinity
Math.max(); // -> -Infinity
Infinity > -Infinity; // -> true

Why so? Well, Math.max() is not the same thing as Number.MAX_VALUE. It does not return the largest possible number.

Math.max takes arguments, tries to convert the to numbers, compares each one and then returns the largest remaining. If no arguments are given, the result is −∞. If any value is NaN, the result is NaN.

The opposite is happening for Math.min. Math.min returns ∞, if no arguments are given.

15.8.2.11 Math.max
15.8.2.11 Math.min
Why is Math.max() less than Math.min()? by Charlie Harvey

Comparing `null` to `0`

The following expressions seem to introduce a contradiction:

null == 0; // -> false
null > 0; // -> false
null >= 0; // -> true

How can null be neither equal to nor greater than 0, if null >= 0 is actually true? (This also works with less than in the same way.)

💡 Explanation:

The way these three expressions are evaluated are all different and are responsible for producing this unexpected behavior.

First, the abstract equality comparison null == 0. Normally, if this operator can't compare the values on either side properly, it converts both to numbers and compares the numbers. Then, you might expect the following behavior:

// This is not what happens
(null == 0 + null) == +0;
0 == 0;
true;

However, according to a close reading of the spec, the number conversion doesn't actually happen on a side that is null or undefined. Therefore, if you have null on one side of the equal sign, the other side must be null or undefined for the expression to return true. Since this is not the case, false is returned.

Next, the relational comparison null > 0. The algorithm here, unlike that of the abstract equality operator, will convert null to a number. Therefore, we get this behavior:

null > 0
+null = +0
0 > 0
false

Finally, the relational comparison null >= 0. You could argue that this expression should be the result of null > 0 || null == 0; if this were the case, then the above results would mean that this would also be false. However, the >= operator in fact works in a very different way, which is basically to take the opposite of the < operator. Because our example with the greater than operator above also holds for the less than operator, that means this expression is actually evaluated like so:

null >= 0;
!(null < 0);
!(+null < +0);
!(0 < 0);
!false;
true;

Same variable redeclaration

JS allows to redeclare variables:

a;
a;
// This is also valid
a, a;

Works also in strict mode:

var a, a, a;
var a;
var a;

💡 Explanation:

All definitions are merged into one definition.

13.3.2 Variable Statement

Default behavior Array.prototype.sort()

Imagine that you need to sort an array of numbers.

[10, 1, 3].sort(); // -> [ 1, 10, 3 ]

💡 Explanation:

The default sort order is built upon converting the elements into strings, then comparing their sequences of UTF-16 code units values.

22.1.3.25 Array.prototype.sort ( comparefn )

Hint

Pass compareFn if you try to sort anything but string.

[10, 1, 3].sort((a, b) => a - b); // -> [ 1, 3, 10 ]

resolve() won't return Promise instance

const theObject = {
  a: 7
};
const thePromise = new Promise((resolve, reject) => {
  resolve(theObject);
}); // Promise instance object

thePromise.then(value => {
  console.log(value === theObject); // > true
  console.log(value); // > { a: 7 }
});

The value which is resolved from thePromise is exactly theObject.

How about input another Promise into the resolve function?

const theObject = new Promise((resolve, reject) => {
  resolve(7);
}); // Promise instance object
const thePromise = new Promise((resolve, reject) => {
  resolve(theObject);
}); // Promise instance object

thePromise.then(value => {
  console.log(value === theObject); // > false
  console.log(value); // > 7
});

💡 Explanation:

This function flattens nested layers of promise-like objects (e.g. a promise that resolves to a promise that resolves to something) into a single layer.

Promise.resolve() on MDN

The specification is ECMAScript 25.6.1.3.2 Promise Resolve Functions. But it is not quite human-friendly.

`{}{}` is undefined

Write them in the console. They will return the value defined in the last object.

{}{}; // -> undefined
{}{}{}; // -> undefined
{}{}{}{}; // -> undefined
{foo: 'bar'}{}; // -> 'bar'
{}{foo: 'bar'}; // -> 'bar'
{}{foo: 'bar'}{}; // -> 'bar'
{a: 'b'}{c:' d'}{}; // -> 'd'
{a: 'b', c: 'd'}{}; // > SyntaxError: Unexpected token ':'
({}{}); // > SyntaxError: Unexpected token '{'

💡 Explanation:

When inspecting each {}, they returns undefined. If you inspect {foo: 'bar'}{}, you will find {foo: 'bar'} is 'bar'.

There are two meanings for {}: an object or a block. For example, the {} in () => {} means block. So we need to use () => ({}) to return an object.

Let's use {foo: 'bar'} as a block. Write this snippet in your console:

if (true) {
  foo: "bar";
} // -> 'bar'

Surprisingly, it behaviors the same! You can guess here that {foo: 'bar'}{} is a block.

`arguments` binding

Consider this function:

function a(x) {
  arguments[0] = "hello";
  console.log(x);
}

a(); // > undefined
a(1); // > "hello"

💡 Explanation:

arguments is an Array-like object that contains the values of the arguments passed to that function. When no arguments are passed, then there's no x to override.

The arguments object on MDN

An `alert` from hell

This on is literally from hell:

[666]["\155\141\160"]["\143\157\156\163\164\162\165\143\164\157\162"](
  "\141\154\145\162\164(666)"
)(666); // alert(666)

💡 Explanation:

This one is based on octal escape sequences and multiple strings.

Any character with a character code lower than 256 (i.e. any character in the extended ASCII range) can be escaped using its octal-encoded character code, prefixed with \. An example above is basically and alert ecoded by octal escape sequances.

An infinite timeout

Guess what would happen if we set an infinite timeout?

setTimeout(() => console.log("called"), Infinity); // -> <timeoutId>
// > 'called'

It will executed immediately instead of infinity delay.

💡 Explanation:

Usually, runtime stores the delay as a 32-bit signed integer internally. This causes an integer overflow, resulting in the timeout being executed immediately.

For example, in Node.js we will get this warning:

(node:1731) TimeoutOverflowWarning: Infinity does not fit into a 32-bit signed integer.
Timeout duration was set to 1.
(Use `node --trace-warnings ...` to show where the warning was created)

WindowOrWorkerGlobalScope.setTimeout() on MDN
Node.js Documentation on Timers
Timers on W3C

A `setTimeout` object

Guess what would happen if we set an callback that's not a function to setTimeout?

setTimeout(123, 100); // -> <timeoutId>
// > 'called'

This is fine.

setTimeout('{a: 1}', 100); // -> <timeoutId>
// > 'called'

This is also fine.

setTimeout({a: 1}, 100); // -> <timeoutId>
// > 'Uncaught SyntaxError: Unexpected identifier               setTimeout (async) (anonymous) @ VM__:1'

This throws an SyntaxError.

Note that this can easily happen if your function returns an object and you call it here instead of passing it! What if the content - policy is set to self?

setTimeout(123, 100); // -> <timeoutId>
// > console.error("[Report Only] Refused to evaluate a string as JavaScript because 'unsafe-eval' is not an allowed source of script in the following Content Security Policy directive: "script-src 'report-sample' 'self' ")

The console refuses to run it at all!

💡 Explanation:

WindowOrWorkerGlobalScope.setTimeout() can be called with code as first argument, which will be passed on to eval, which is bad. Eval will coerce her input to String, and evaluate what is produced, so Objects becomes '[object Object]' which has hmmm ... an 'Unexpected identifier'!

eval() on MDN (don't use this)
WindowOrWorkerGlobalScope.setTimeout() on MDN
Content Security Policy
Timers on W3C

Double dot

Let's try to coerce a number to a string:

27.toString() // > Uncaught SyntaxError: Invalid or unexpected token

Maybe we should try with two dots?

27..toString(); // -> '27'

But why doesn't first example work?

💡 Explanation:

It's just a language grammar limitation.

The . character presents an ambiguity. It can be understood to be the member operator, or a decimal, depending on its placement.

The specification's interpretation of the . character in that particular position is that it will be a decimal. This is defined by the numeric literal syntax of ECMAScript.

You must always use parenthesis or an addition dot to make such expression valid.

(27).toString(); // -> '27'
// or
27..toString(); // -> '27'

Usage of toString in JavaScript on StackOverflow
Why does 10..toString() work, but 10.toString() does not?

Extra Newness

I present this as an oddity for your amusement.

class Foo extends Function {
  constructor(val) {
    super();
    this.prototype.val = val;
  }
}

new new Foo(":D")().val; // -> ':D'

💡 Explanation:

Constructors in JavaScript are just functions with some special treatment. By extending Function using the class syntax you create a class that, when instantiated, is now a function, which you can then additionally instantiate.

While not exhaustively tested, I believe the last statement can be analyzed thus:

new new Foo(":D")().val(new newFooInstance()).val;
veryNewFooInstance.val;
// -> ':D'

As a tiny addendum, doing new Function('return "bar";') of course creates a function with the body return "bar";. Since super() in the constructor of our Foo class is calling Function's constructor, it should come as no surprise now to see that we can additionally manipulate things in there.

class Foo extends Function {
  constructor(val) {
    super(`
      this.val = arguments[0];
    `);
    this.prototype.val = val;
  }
}

var foo = new new Foo(":D")("D:");
foo.val; // -> 'D:'
delete foo.val; // remove the instance prop 'val', deferring back to the prototype's 'val'.
foo.val; // -> ':D'

Class Extends Function: Extra Newness

Why you should use semicolons

Writing some standard JavaScript… and then BOOM!

class SomeClass {
  ["array"] = []
  ["string"] = "str"
}

new SomeClass().array; // -> 'str'

What the …?

💡 Explanation:

Once again, this is all thanks to the Automatic Semicolon Insertion.

An example above is basically the same as:

class SomeClass {
  ["array"] = ([]["string"] = "str");
}

You basically assign a string str into an array property.

An original tweet with an example by Ryan Cavanaugh
TC39 meeting when they debated about it

Split a string by a space

Have you ever tried to split a string by a space?

"".split(""); // -> []
// but…
"".split(" "); // -> [""]

💡 Explanation:

This is expected behaviour. It's responsibility is to divide the input string every time a separator occurs in that input string. When you pass in an empty string it'll never find a separator and thus return that string.

Let's quote the specification:

The substrings are determined by searching from left to right for occurrences of separator; these occurrences are not part of any String in the returned array, but serve to divide up the String value.

22.1.3.21 String.prototype.split
An original tween with an example by Ryan Cavanaugh
A tween with an explanation by Nabil Tharwat

A stringified string

This caused a bug that I've been solving for a few days:

JSON.stringify("production") === "production"; // -> false

💡 Explanation:

Let's see what JSON.stringify is returning:

JSON.stringify("production"); // -> '"production"'

It is actually a stringified string, so it's true:

'"production"' === "production"; // -> false

ECMA-404 The JSON Data Interchange Standard.

Non-strict comparison of a number to `true`

1 == true; // -> true
// but…
Boolean(1.1); // -> true
1.1 == true; // -> false

💡 Explanation:

According to the specification:

The comparison x == y, where x and y are values, produces true or false. Such a comparison is performed as follows:

If Type(x) is Number and Type(y) is String, return the result of the comparison x == ! ToNumber(y).

So this comparison is performed like this:

1 == true;
1 == Number(true);
1 == 1; // -> true
// but…
1.1 == true;
1.1 == Number(true);
1.1 == 1; // -> false

7.2.15 Abstract Equality Comparison

📚 Other resources

wtfjs.com — a collection of those very special irregularities, inconsistencies and just plain painfully unintuitive moments for the language of the web.
Wat — A lightning talk by Gary Bernhardt from CodeMash 2012
What the... JavaScript? — Kyle Simpsons talk for Forward 2 attempts to “pull out the crazy” from JavaScript. He wants to help you produce cleaner, more elegant, more readable code, then inspire people to contribute to the open source community.
Zeros in JavaScript — a comparison table of ==, ===, + and * in JavaScript.

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