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AWS-Guide

Amazon Web Services (AWS) Guide. Learn all about Amazon Web Services Tools, Services, and Certifications.
https://github.com/mikeroyal/AWS-Guide

Last synced: 5 days ago
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Networking Tools & Concepts
- cURL Fuzzer
- DoH - alone application for DoH (DNS-over-HTTPS) name resolves and lookups.
- HTTPie - line HTTP client. Its goal is to make CLI interaction with web services as human-friendly as possible. HTTPie is designed for testing, debugging, and generally interacting with APIs & HTTP servers.
- HTTPStat
- Wuzz
- Websocat - line client for WebSockets, like netcat (or curl) for ws:// with advanced socat-like functions.
- cURL - line tool for transferring data using various network protocols(HTTP, HTTPS, FTP, FTPS, SCP, SFTP, TFTP, DICT, TELNET, LDAP LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP or SMTPS). cURL is also used in cars, television sets, routers, printers, audio equipment, mobile phones, tablets, settop boxes, media players and is the Internet transfer engine for thousands of software applications in over ten billion installations.
- Authelia - source highly-available authentication server providing single sign-on capability and two-factor authentication to applications running behind [NGINX](https://nginx.org/en/).
- nginx(engine x)
- Wireshark
Virtualization
- Interfaces
  - VirtManager
  - Xen
  - Ganeti
  - KVM (for Kernel-based Virtual Machine) - V). It consists of a loadable kernel module, kvm.ko, that provides the core virtualization infrastructure and a processor specific module, kvm-intel.ko or kvm-amd.ko.
  - Packer
  - Vagrant - to-use workflow and focus on automation, Vagrant lowers development environment setup time, increases production parity, and makes the "works on my machine" excuse a relic of the past. It provides easy to configure, reproducible, and portable work environments built on top of industry-standard technology and controlled by a single consistent workflow to help maximize the productivity and flexibility of you and your team.
  - VMware Workstation
  - Hyper-V
  - QEMU
Tools
- Interfaces
  - Java Design Patterns
  - okhttp
  - LeakCanary
  - DBeaver - platform database tool for developers, SQL programmers, database administrators and analysts. Supports any database which has JDBC driver (which basically means - ANY database). EE version also supports non-JDBC datasources (MongoDB, Cassandra, Redis, DynamoDB, etc).
  - Open Stack - as-a-service (IaaS) to orchestrate data center operations on bare metal, private cloud hardware, public cloud resources, or both (hybrid/multi-cloud architecture). OpenStack includes advance use of virtualization & SDN for network traffic optimization to handle the core cloud-computing services of compute, networking, storage, identity, and image services.
  - StarlingX - low latency use cases.
  - Airship
  - Network functions virtualization (NFV)
  - Software Defined Networking (SDN) - based controllers or application programming interfaces (APIs) to communicate with underlying hardware infrastructure and direct traffic on a network. This model differs from that of traditional networks, which use dedicated hardware devices (routers and switches) to control network traffic.
  - Virtualized Infrastructure Manager (VIM)
  - Management and Orchestration(MANO) - hosted initiative to develop an Open Source NFV Management and Orchestration (MANO) software stack aligned with ETSI NFV. Two of the key components of the ETSI NFV architectural framework are the NFV Orchestrator and VNF Manager, known as NFV MANO.
  - OpenRAN - vendor deployments.
  - Open vSwitch(OVS)
  - Multi-access edge computing (MEC) - parties across multi-vendor Multi-access Edge Computing platforms.
  - Cloud-Native Network Functions(CNF)
  - Physical Network Function(PNF)
  - Network functions virtualization infrastructure(NFVI)
  - Open Source Security Foundation (OpenSSF) - industry collaboration that brings together leaders to improve the security of open source software by building a broader community, targeted initiatives, and best practices. The OpenSSF brings together open source security initiatives under one foundation to accelerate work through cross-industry support. Along with the Core Infrastructure Initiative and the Open Source Security Coalition, and will include new working groups that address vulnerability disclosures, security tooling and more.
  - Java SE
  - JDK Development Tools
  - IntelliJ IDEA
  - NetBeans
  - RxJava - based programs by using observable sequences. It extends the [observer pattern](http://en.wikipedia.org/wiki/Observer_pattern) to support sequences of data/events and adds operators that allow you to compose sequences together declaratively while abstracting away concerns about things like low-level threading, synchronization, thread-safety and concurrent data structures.
  - Guava
  - Retrofit - safe HTTP client for Android and Java develped by Square.
  - Apache Flink - and batch-processing capabilities with elegant and fluent APIs in Java and Scala.
  - Fastjson
  - libGDX - platform Java game development framework based on OpenGL (ES) that works on Windows, Linux, Mac OS X, Android, your WebGL enabled browser and iOS.
  - Jenkins - source automation server. Built with Java, it provides over 1700 [plugins](https://plugins.jenkins.io/) to support automating virtually anything, so that humans can actually spend their time doing things machines cannot.
  - Redisson - Memory Data Grid. Over 50 Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Publish / Subscribe, Bloom filter, Spring Cache, Tomcat, Scheduler, JCache API, Hibernate, MyBatis, RPC, and local cache.
  - GraalVM - based languages like Java, Scala, Clojure, Kotlin, and LLVM-based languages such as C and C++.
  - Gradle - language software development. From mobile apps to microservices, from small startups to big enterprises, Gradle helps teams build, automate and deliver better software, faster. Write in Java, C++, Python or your language of choice.
  - Apache Groovy - typing and static compilation capabilities, for the Java platform aimed at improving developer productivity thanks to a concise, familiar and easy to learn syntax. It integrates smoothly with any Java program, and immediately delivers to your application powerful features, including scripting capabilities, Domain-Specific Language authoring, runtime and compile-time meta-programming and functional programming.
  - JaCoCo
  - Junit
  - Mockito
  - SpotBugs
  - YourKit
  - Start building with Go on AWS
  - WebStorm - the-fly error detection, powerful navigation and refactoring for JavaScript, TypeScript, stylesheet languages, and all the most popular frameworks([Angular](https://angular.io/), [React](https://reactjs.org/), [Vue.js](https://vuejs.org/), [Ionic](https://ionicframework.com/), [Apache Cordova](https://cordova.apache.org/), [React Native](https://reactnative.dev/), [Node.js](https://nodejs.org/), [Meteor](https://www.meteor.com/#!), and [Electron](https://www.electronjs.org/)).
  - Ionic Framework - platform UI toolkit for building native-quality iOS, Android, and Progressive Web Apps with HTML, CSS, and JavaScript.
  - Stencil
  - Storybook
  - React Hook Form
  - Rome - status) for JavaScript, TypeScript, JSON, HTML, Markdown, and CSS.
  - Gatsby
  - TypeScript ESLint
  - Start building with .NET on AWS
  - Start building with .NET on AWS Unity Mobile
  - Start building with .NET on AWS Xamarin Mobile
  - Start building with .NET on AWS Tolkit for Azure DevOps
  - Mono
  - Rider - platform .NET IDE devloped by JetBrains to develop .NET, ASP.NET, .NET Core, Xamarin; or Unity applications for Windows, Mac, Linux.
  - dotTrace
  - dotMemory
  - dotCover - the-fly which unit tests are affected by your latest code changes, and automatically re-runs the affected tests for you. The continuous testing mode can be switched on for any unit test session.
  - Avalonia - platform XAML-based UI framework providing a flexible styling system and supporting a wide range of Operating Systems such as Windows via .NET Framework and .NET Core, Linux via Xorg, macOS.
  - IdentityServer - based authentication, single-sign-on and API access control in your applications.
  - Hangfire
  - Start building with Ruby on AWS
  - RubyMine
  - Rails - application framework that includes everything needed to create database-backed web applications according to the [Model-View-Controller (MVC)](https://en.wikipedia.org/wiki/Model-view-controller) pattern. Understanding the MVC pattern is key to understanding Rails. MVC divides your application into three layers: Model, View, and Controller, each with a specific responsibility.
  - Active Admin
  - Spree - commerce platform for Rails 6 with a modern UX, optional PWA frontend, REST API, GraphQL, several official extensions and 3rd party integrations.
  - Sidekiq
  - Brakeman
  - fastlane
  - Fluentd
  - Start building with PHP on AWS
  - PhpStorm
  - Laravel
  - PHP Tools for Visual Studio/VS Code
  - Symfony
  - Composer
  - CodeIgniter
  - HHVM - source virtual machine designed for executing programs written in [Hack](https://hacklang.org/). HHVM uses a just-in-time (JIT) compilation approach to achieve superior performance while maintaining amazing development flexibility. HHVM should be used together with a webserver like the built in, easy to deploy [Proxygen](https://docs.hhvm.com/hhvm/basic-usage/proxygen), or a [FastCGI-based](https://docs.hhvm.com/hhvm/advanced-usage/fastCGI) webserver on top of nginx or Apache.
  - Matomo - featured PHP MySQL software program that you download and install on your own webserver. At the end of the five-minute installation process, you will be given a JavaScript code. Simply copy and paste this tag on websites you wish to track and access your analytics reports in real-time.
  - Grav - based Web-platform. There is Zero installation required. Just extract the ZIP archive, and you are already up and running. It follows similar principles to other flat-file CMS platforms, but has a different design philosophy than most. Grav comes with a powerful Package Management System to allow for simple installation and upgrading of plugins and themes, as well as simple updating of Grav itself.
  - Slim
  - Resharper - the-fly code quality analysis for C#, VB.NET, XAML, ASP.NET, ASP.NET MVC, JavaScript, TypeScript, CSS, HTML, and XML. Letting you know right away if your code needs to be improved.
  - Apache Spark - scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for data analysis. It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for stream processing.
  - Prettier for Ruby
  - Android Studio
  - TensorFlow.js - source WebGL hardware-accelerated JavaScript library for training and deploying machine learning models.
  - .NET Core - platform .NET implementation for websites, servers, and console apps on Windows, Linux, and macOS.The .NET Framework supports websites, services, desktop apps, and more on Windows. Xamarin/Mono is a .NET implementation for running apps on all the major mobile operating systems.
  - Deno
Uncategorized
- Uncategorized
Networking Learning Resources
- Networking courses and specializations from Coursera
- Network & Security Courses from Udemy
- Network & Security Courses from edX
- Cisco Security Certifications
- Linux Professional Institute LPIC-3 Enterprise Security Certification
- The Red Hat Certified Specialist in Security: Linux
- Microsoft Certified: Azure Security Engineer Associate
- AWS Certified Security - Specialty Certification
- Cybersecurity Courses and Certifications by Offensive Security
Network Layers
- Open Systems Interconnect
Network Protocols
- Interfaces
  - OAuth 2.0 - party applications to access the user account.
Database Learning Resources
- Interfaces
Databases and Tools
- Interfaces
  - Amazon DynamoDB - value and document database that delivers single-digit millisecond performance at any scale. It is a fully managed, multiregion, multimaster, durable database with built-in security, backup and restore, and in-memory caching for internet-scale applications.
  - Tableau - releases/press-release-details/2019/Salesforce-Completes-Acquisition-of-Tableau/default.aspx).
  - DataGrip - sensitive code completion, helping you to write SQL code faster. Completion is aware of the tables structure, foreign keys, and even database objects created in code you're editing.
  - MySQL - native applications using the world's most popular open source database.
  - PostgreSQL - relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance.
  - FoundationDB - value store and employs ACID transactions for all operations. It is especially well-suited for read/write workloads but also has excellent performance for write-intensive workloads. FoundationDB was acquired by [Apple in 2015](https://techcrunch.com/2015/03/24/apple-acquires-durable-database-company-foundationdb/).
  - CouchbaseDB - model NoSQL document-oriented database](https://en.wikipedia.org/wiki/Multi-model_database). It creates a key-value store with managed cache for sub-millisecond data operations, with purpose-built indexers for efficient queries and a powerful query engine for executing SQL queries.
  - MongoDB - like documents.
  - OracleDB - critical data with the highest availability, reliability, and security.
  - MariaDB - critical applications.
  - SQLite - language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL database engine.SQLite is the most used database engine in the world. SQLite is built into all mobile phones and most computers and comes bundled inside countless other applications that people use every day.
  - SQLite Database Browser
  - dbWatch - premise, hybrid/cloud database environments.
  - Adminer
  - AppDynamics Database - Volume Production Environment.
  - Toad - in expertise. This SQL management tool resolve issues, manage change and promote the highest levels of code quality for both relational and non-relational databases.
  - Sequel Pro
  - VMware
  - Cosmos DB Profiler - time visual debugger allowing a development team to gain valuable insight and perspective into their usage of Cosmos DB database. It identifies over a dozen suspicious behaviors from your application’s interaction with Cosmos DB.
Telco Learning Resources
- Interfaces
Security Standards, Frameworks and Benchmarks
- Interfaces
Security Tools
- Interfaces
  - Checkov - based scanning.
  - Terrascan
  - Dockle - Practice Docker Image.
  - Intel Owl - edge malware analysis tools.
  - Bettercap - in-one solution with all the features they might possibly need for performing reconnaissance and attacking [WiFi](https://www.bettercap.org/modules/wifi/) networks, [Bluetooth Low Energy](https://www.bettercap.org/modules/ble/) devices, wireless [HID](https://www.bettercap.org/modules/hid/) devices and [Ethernet](https://www.bettercap.org/modules/ethernet) networks.
  - Wifiphisher - Fi security testing. Using Wifiphisher, penetration testers can easily achieve a man-in-the-middle position against wireless clients by performing targeted Wi-Fi association attacks.
  - AppArmor - to-use Linux application security system. AppArmor proactively protects the operating system and applications from external or internal threats, even zero-day attacks, by enforcing good behavior and preventing both known and unknown application flaws from being exploited. AppArmor supplements the traditional Unix discretionary access control (DAC) model by providing mandatory access control (MAC). It has been included in the mainline Linux kernel since version 2.6.36 and its development has been supported by Canonical since 2009.
  - Control Groups(Cgroups) - defined groups of tasks (processes) running on a system.
  - Libgcrypt
  - Kali Linux - class information security training and penetration testing services.
  - Pi-hole - side software, intended for use on a private network. It is designed for use on embedded devices with network capability, such as the Raspberry Pi, but it can be used on other machines running Linux and cloud implementations.
  - Aircrack-ng - PSK cracker and analysis tool for 802.11 wireless LANs. It works with any wireless network interface controller whose driver supports raw monitoring mode and can sniff 802.11a, 802.11b and 802.11g traffic.
  - Burp Suite
  - KernelCI - based open source distributed test automation system focused on upstream kernel development. The primary goal of KernelCI is to use an open testing philosophy to ensure the quality, stability and long-term maintenance of the Linux kernel.
  - Continuous Kernel Integration project
  - Cilium
  - Istio
  - Scapy - based interactive packet manipulation program & library.
  - OSSEC - source host-based intrusion detection system. It performs log analysis, integrity checking, Windows registry monitoring, rootkit detection, time-based alerting, and active response.
  - Metasploit Project
  - Nmap
  - pfSense
  - Snort - source, free and lightweight network intrusion detection system (NIDS) software for Linux and Windows to detect emerging threats.
  - OpenSCAP
  - Open Vulnerability and Assessment Language
  - ClamAV
  - SpiceDB - critical application permissions inspired by Google's [Zanzibar](https://authzed.com/blog/what-is-zanzibar/) paper.
  - Cortex
Open Source Security Learning Resources
- Interfaces
  - Microsoft Open Source Software Security
  - How Layer 7 of the Internet Works
  - The 7 Kinds of Security
  - The Libgcrypt Reference Manual
  - The Open Web Application Security Project(OWASP) Foundation Top 10
  - Best Practices for Using Open Source Code from The Linux Foundation
  - RSA Certification Program
  - Certified Cloud Security Professional(CCSP) Certification
  - Certified Information Systems Security Professional (CISSP) Certification
  - Security Training Certifications and Courses from Udemy
  - Security Certifications Training from Pluarlsight
  - Kubernetes (K8s) - source system for automating deployment, scaling, and management of containerized applications.
  - Kubernetes.io
  - Amazon EKS
  - AWS Controllers for Kubernetes (ACK) - available Kubernetes applications that utilize AWS services.
  - Anthos - premises environments.
  - Odo
  - Thanos
  - Rook - managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
  - Kubespray - sigs/kubespray/blob/master/docs/aws.md), GCE, [Azure](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/azure.md), [OpenStack](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/openstack.md), [vSphere](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/vsphere.md), [Packet](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/packet.md) (bare metal), Oracle Cloud Infrastructure (Experimental), or Baremetal.
  - Helm
  - Knative - based platform to build, deploy, and manage modern serverless workloads. Knative takes care of the operational overhead details of networking, autoscaling (even to zero), and revision tracking.
  - KubeFlow
  - Etcd - value store that provides a reliable way to store data that needs to be accessed by a distributed system or cluster of machines. Etcd is used as the backend for service discovery and stores cluster state and configuration for Kubernetes.
  - OpenEBS - based tool to create stateful applications using Container Attached Storage.
  - Container Storage Interface (CSI) - in.
  - MicroK8s - the-air updates for ultra-reliable operations. It is supported on Linux, Windows, and MacOS.
  - Lens
  - kind
  - Flux CD
  - Container Engine for Kubernetes (OKE) - managed container orchestration service that can reduce the time and cost to build modern cloud native applications. Unlike most other vendors, Oracle Cloud Infrastructure provides Container Engine for Kubernetes as a free service that runs on higher-performance, lower-cost compute.
  - Check Point Certified Security Master (CCSM) Certification
  - OKD - tenant deployment. OKD adds developer and operations-centric tools on top of Kubernetes to enable rapid application development, easy deployment and scaling, and long-term lifecycle maintenance for small and large teams.
Kubernetes Learning Resources
- Interfaces
ML frameworks & applications
- Interfaces
  - Amazon SageMaker
  - Open Neural Network Exchange(ONNX) - in operators and standard data types.
  - Anaconda
  - Weka - in tools for standard machine learning tasks, and additionally gives transparent access to well-known toolboxes such as scikit-learn, R, and Deeplearning4j.
  - NVIDIA cuDNN - accelerated library of primitives for [deep neural networks](https://developer.nvidia.com/deep-learning). cuDNN provides highly tuned implementations for standard routines such as forward and backward convolution, pooling, normalization, and activation layers. cuDNN accelerates widely used deep learning frameworks, including [Caffe2](https://caffe2.ai/), [Chainer](https://chainer.org/), [Keras](https://keras.io/), [MATLAB](https://www.mathworks.com/solutions/deep-learning.html), [MxNet](https://mxnet.incubator.apache.org/), [PyTorch](https://pytorch.org/), and [TensorFlow](https://www.tensorflow.org/).
  - Jupyter Notebook - source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Jupyter is used widely in industries that do data cleaning and transformation, numerical simulation, statistical modeling, data visualization, data science, and machine learning.
  - Apache PredictionIO
  - BigDL
  - Koalas
  - MLflow Tracking
  - MLflow Projects
  - MLflow Models
  - Model Registry
  - Eclipse Deeplearning4J (DL4J) - based(Scala, Kotlin, Clojure, and Groovy) deep learning application. This means starting with the raw data, loading and preprocessing it from wherever and whatever format it is in to building and tuning a wide variety of simple and complex deep learning networks.
  - Chainer - based deep learning framework aiming at flexibility. It provides automatic differentiation APIs based on the define-by-run approach (dynamic computational graphs) as well as object-oriented high-level APIs to build and train neural networks. It also supports CUDA/cuDNN using [CuPy](https://github.com/cupy/cupy) for high performance training and inference.
  - Apache Spark™ MLflow
ML Learning Resources
- Interfaces
Node.js Learning Resources
- Interfaces
Node.js Tools
- Interfaces
  - NPM
  - Express
  - NW.js
  - PM2 - in load balancer. It allows you to keep applications alive forever, to reload them without downtime and to facilitate common system admin tasks.
  - Strapi
  - Standard
  - Hexo
  - AWS SDK for C++
  - NestJS
  - nvm - user, and invoked per-shell. nvm works on any POSIX-compliant shell (sh, dash, ksh, zsh, bash), in particular on these platforms: unix, macOS, and windows WSL.
  - Meteor - simple environment for building modern web applications with JavavScript.
C/C++ Learning Resources
- Interfaces
  - C - purpose, high-level language that was originally developed by Dennis M. Ritchie to develop the UNIX operating system at Bell Labs. It supports structured programming, lexical variable scope, and recursion, with a static type system. C also provides constructs that map efficiently to typical machine instructions, which makes it one was of the most widely used programming languages today.
  - Embedded C - committee) to address issues that exist between C extensions for different [embedded systems](https://en.wikipedia.org/wiki/Embedded_system). The extensions hep enhance microprocessor features such as fixed-point arithmetic, multiple distinct memory banks, and basic I/O operations. This makes Embedded C the most popular embedded software language in the world.
  - C & C++ Developer Tools from JetBrains
  - Open source C++ libraries on cppreference.com
  - C++ Graphics libraries
  - C++ Libraries in MATLAB
  - Google C++ Style Guide
  - C++ style guide for Fuchsia
  - C and C++ Coding Style Guide by OpenTitan
  - Chromium C++ Style Guide
  - C++ Core Guidelines
  - C++ Style Guide for ROS
  - Learn C++
  - Learn C : An Interactive C Tutorial
  - C++ Institute
  - C++ Online Training Courses on LinkedIn Learning
  - C++ Tutorials on W3Schools
  - Learn C Programming Online Courses on edX
  - Learn C++ with Online Courses on edX
  - Learn C++ on Codecademy
  - Coding for Everyone: C and C++ course on Coursera
  - C++ For C Programmers on Coursera
  - C++ Online Courses on Udemy
  - Top C Courses on Udemy
  - C++ For Programmers Course on Udacity
  - C++ Fundamentals Course on Pluralsight
  - Introduction to C++ for Programmers | Harvard
C/C++ Tools
- Interfaces
  - Visual Studio Code
  - ReSharper C++
  - AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages. All code inspections are run on the fly.
  - CLion - platform IDE for C and C++ developers developed by JetBrains.
  - Code::Blocks
  - Conan
  - High Performance Computing (HPC) SDK
  - Boost - edge C++. Boost has been a participant in the annual Google Summer of Code since 2007, in which students develop their skills by working on Boost Library development.
  - Automake
  - Cmake - source, cross-platform family of tools designed to build, test and package software. CMake is used to control the software compilation process using simple platform and compiler independent configuration files, and generate native makefiles and workspaces that can be used in the compiler environment of your choice.
  - GDB
  - GCC - C, Fortran, Ada, Go, and D, as well as libraries for these languages.
  - GSL - squares fitting. There are over 1000 functions in total with an extensive test suite.
  - OpenGL Extension Wrangler Library (GLEW) - platform open-source C/C++ extension loading library. GLEW provides efficient run-time mechanisms for determining which OpenGL extensions are supported on the target platform.
  - Libtool
  - Maven
  - TAU (Tuning And Analysis Utilities) - based sampling. All C++ language features are supported including templates and namespaces.
  - Clang - C, C++ and Objective-C++ compiler when targeting X86-32, X86-64, and ARM (other targets may have caveats, but are usually easy to fix). Clang is used in production to build performance-critical software like Google Chrome or Firefox.
  - OpenCV - time applications. Cross-Platform C++, Python and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
  - ANTLR (ANother Tool for Language Recognition)
  - Oat++ - efficient web application. It's zero-dependency and easy-portable.
  - Cython
  - Infer - C, and C. Infer is written in [OCaml](https://ocaml.org/).
  - Start building with Java on AWS
  - Start building with Java on AWS IoT
  - Visual Studio - rich application that can be used for many aspects of software development. Visual Studio makes it easy to edit, debug, build, and publish your app. By using Microsoft software development platforms such as Windows API, Windows Forms, Windows Presentation Foundation, and Windows Store.
Java Learning Resources
- Interfaces
Go Learning Resources
- Interfaces
Go Tools
- Interfaces
  - golang tools
  - Go in Visual Studio Code
  - NATS - premise, in the cloud, at the edge, and even on a Raspberry Pi. NATS can secure and simplify design and operation of modern distributed systems.
  - Fiber
  - Start building with Python on AWS
  - Start building with Python on AWS IoT
Python Learning Resources
- Interfaces
Python Frameworks and Tools
- Interfaces
  - Python Package Index (PyPI)
  - PyCharm
  - Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
  - Web2py - source web application framework written in Python allowing allows web developers to program dynamic web content. One web2py instance can run multiple web sites using different databases.
  - Scrapy - level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.
  - Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
  - Pillow
  - IPython
  - Pandas
  - Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
  - Start building with TypeScript on AWS Mobile
  - Start building with TypeScript on AWS IoT
  - Python Tools for Visual Studio(PTVS)
  - Scikit-Learn
  - CherryPy - oriented HTTP web framework.
TypeScript Learning Resources
- Interfaces
.NET Learning Resources
- Interfaces
Ruby Learning Resources
- Interfaces
PHP Learning Resources
- Interfaces
  - PHP - purpose scripting language that is especially suited to web development. Fast, flexible and pragmatic, PHP powers everything from your blog to the most popular websites in the world.
  - PHP 8
  - What's New in PHP 8 - Auth0
  - PHP Manual
  - MIT's PHP Code Style Guide
  - PHP Style Guide
  - PHP tutorial by W3Schools
  - PHP MySQL & CodeIgniter Course on Udemy
Bash/PowerShell Learning Resources
- Interfaces
Bash/ PowerShell Tools
- Interfaces
  - Bash - compatible shell that integrates together useful features from the Korn shell (ksh) and the C shell (csh).
  - PowerShell Core - platform (Windows, Linux, and macOS) automation and configuration tool/framework that works well with your existing tools and is optimized for dealing with structured data (JSON, CSV, XML, etc.), REST APIs, and object models. It also includes a command-line shell, an associated scripting language and a framework for processing cmdlets.
  - AWS Shell - line shell program that provides convenience and productivity features to help both new and advanced users of the AWS Command Line Interface.
  - VS Code Bash Debug
  - VS Code Bash IDE - lsp/bash-language-server/blob/master/bash-lsp), that is based on [Tree Sitter](https://github.com/tree-sitter/tree-sitter) and its [grammar for Bash](https://github.com/tree-sitter/tree-sitter-bash) and supports [explainshell](https://explainshell.com/) integration.
  - Azure PowerShell
  - Azure PowerShell
  - Azure PowerShell
  - Azure PowerShell
  - Windows Subsystem for Linux (WSL)
Rust Learning Resources
- Interfaces
Rust Tools
- Interfaces
  - Crater
  - Wasmer - integrations).
  - Sonic - less search backend similar to Elasticsearch in some use-cases.
  - Vector - performance, end-to-end (agent & aggregator) observability data platform that puts the user in control of their observability data.
  - Chalk - like logic solver.
  - stdarch - specific APIs and run-time feature detection.
  - Krustlet - and-toleration/). The project is currently experimental.
Operating System
- Interfaces
  - Rust on Chrome OS

Programming Languages

Python 4 Java 3 Kotlin 2 C 2 Shell 1 C# 1 HTML 1 Rust 1 Go 1 C++ 1

Ecosyste.ms: Awesome

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