Runexis Forge — [ Install & Learn DevLangs ]

Step-by-step setup guides, examples, and practice for languages, frameworks, and tools.

Welcome to Runexis Forge!
This repository provides step-by-step guides and practical examples to help you install, configure, and start using various programming languages across different platforms (Windows, Linux, macOS).

Whether you're a beginner or setting up a fresh dev environment, this guide has you covered.

⚡ Quick Start

New here? Get coding in 5 minutes!

👉 Check out our QUICKSTART.md for the fastest way to:

Install any language
Run your first program
Start learning immediately

Or jump directly to a language folder and follow the installation guide!

🧭 Quick Navigation

Jump to your area of interest:

Category	Quick Links
💻 Languages	Python · JavaScript · Java · Go · Rust · TypeScript
🎨 Frontend	React · Vue · Angular · Svelte · Astro
⚙️ Backend	Django · FastAPI · Spring Boot · Express · Gin
☁️ Cloud/DevOps	AWS · Docker · Kubernetes · Terraform
🗄️ Databases	PostgreSQL · MongoDB · Redis · MySQL
🐧 Linux	Ubuntu · Arch · Debian · Fedora
🎮 Game Dev	Unity · Godot · Unreal

🎯 Popular Learning Paths

Structured paths to guide your learning journey:

🌐 Web Development Full Stack

Start with HTML/CSS/JavaScript
Learn React or Vue
Backend with Node.js/Express or Python/Django
Database: PostgreSQL or MongoDB
Deploy with Docker and AWS

☁️ Cloud & DevOps Engineer

Master Linux basics
Learn Git and GitHub
Containerization: Docker → Kubernetes
IaC: Terraform or Ansible
CI/CD: GitHub Actions or Jenkins
Cloud Platform: AWS, Azure, or GCP

📊 Data Science & ML

Python basics: Python
Libraries: NumPy → Pandas
Visualization: Matplotlib → Streamlit
Machine Learning: TensorFlow or PyTorch
Big Data: Apache Spark and Kafka

🎮 Game Development

Choose your engine: Unity (C#) or Godot (GDScript/C#)
Learn C# or C++
Graphics with Three.js or Babylon.js
Advanced: Unreal Engine with C++

🔐 Cybersecurity Specialist

Foundations: Linux + Networking
Security distros: Kali Linux or Parrot
Tools: Burp Suite · Metasploit · Wireshark
Scanning: Trivy · Snyk · SonarQube
Secrets: HashiCorp Vault

📘 What You'll Find Here

✅ Installation Guides – Step-by-step setup for each language
✅ Usage Examples – Basic syntax and starter scripts
✅ Practice Questions – Hands-on coding exercises (Beginner to Advanced)
✅ Backend Frameworks – 42 frameworks including Django, Flask, FastAPI, Spring Boot, ASP.NET Core, Laravel, Ruby on Rails, Gin, and more
✅ Frontend Frameworks – 11 frameworks including Angular, React, Vue, Svelte, NuxtJs, Remix, Astro, SolidJs, Electron, Tauri, Vite
✅ DevOps & CI/CD Tools – 26 tools including Docker, Kubernetes, Terraform, Ansible, Git, Jenkins, GitHub Actions, GitLab CI/CD, ArgoCD, and more
✅ Cloud Platforms – AWS, Azure, GCP, DigitalOcean with comprehensive guides
✅ Databases – 11 databases including MySQL, PostgreSQL, MongoDB, Redis, Neo4j, SQLite, MariaDB, and more
✅ Platform Coverage – Instructions for Windows, Linux, and macOS
✅ Tooling Help – IDE setup, compilers, package managers
✅ Troubleshooting Tips – Common issues and their fixes
✅ Data Engineering – Apache Spark, Apache Kafka, Pandas, NumPy, dbt, Airflow, and more
✅ AI/ML & Data Apps – TensorFlow, Streamlit, LangChain
✅ Game Development – 9 game engines including Unity, Unreal Engine, Godot, CryEngine, and more
✅ Security Testing – Tools like Trivy, SonarQube, Snyk, HashiCorp Vault, Burp Suite, Metasploit
✅ Linux Distributions – 26 distros across families (Debian, Arch, RedHat, etc.)
✅ Development Tools – JSON, XML, CSV, YAML, TOML parsing and manipulation

🌐 Supported Languages

This repository currently includes guides and practice questions for:

Language	Installation Guide	Practice Questions	Status
Python 🐍	✅ Available	21 Questions	Active
Java ☕	✅ Available	10 Questions	Active
C/C++ ⚡	✅ Available	10+ Questions	Active
PHP 🐘	✅ Available	10 Questions	Active
R 📊	✅ Available	10 Questions	Active
Rust 🦀	✅ Available	Multiple Questions	Active
Go (Golang) 🐹	✅ Available	10 Questions	Active
JavaScript 🟨	✅ Available	25 Questions + 3 Frameworks	Active
TypeScript 📘	✅ Available	10 Questions	Active
Kotlin 🟣	✅ Available	Starter Questions	Active
Swift 🍎	✅ Available	Starter Questions	Active
Ruby 💎	✅ Available	Starter Content	Active
C# 💜	✅ Available	Complete Guide	Active
MATLAB 📐	✅ Available	Complete Guide	Active
Dart with Flutter 🎯	✅ Available	Complete Guide	Active
Assembly ⚙️	✅ Available	Complete Guide	Active
Scala 🔴	✅ Available	Complete Guide	Active
Bash 🐚	✅ Available	Shell Scripting + 10 Questions	Active
KQL 📊	✅ Available	Query Language + 10 Questions	Active
SQL 🗄️	✅ Available	10 Questions + 11 DB Guides	Active
Zig ⚡	✅ Available	Systems Programming	Active
Elixir 💧	✅ Available	Functional Programming	Active
Lua 🌙	✅ Available	Scripting & Game Dev	Active
Haskell 🎓	✅ Available	Functional Programming	Active

📁 Organization: 35+ languages organized by category in Programming-Languages/:

General-purpose/: Kotlin, Scala, Swift, Dart with Flutter
Scripting/: Python, PHP, Ruby, Bash, Perl, PowerShell
WebDevelopment/: JavaScript (+ Node.js, Express, Next.js), TypeScript
SystemsProgramming/: Assembly, C, C++, Rust
EnterpriseApplications/: C#, Java
DataScience&Analytics/: R, MATLAB, KQL, Julia
Cloud-native/: Go (Golang)

👉 See Programming-Languages/README.md for complete categorized navigation

Frontend Frameworks & Libraries

Framework	Guide Available	Topics Covered	Status
Angular 🅰️	✅ Available	TypeScript, Components, Services, RxJS	Active
React ⚛️	✅ Available	Components, Hooks, State Management	Active
Vue 💚	✅ Available	Composition API, Reactivity, Components	Active
Svelte 🧡	✅ Available	Reactive UI, Compiler-based	Active
NuxtJs 🟢	✅ Available	Vue Meta-framework, SSR, SSG	Active
Remix 🔵	✅ Available	React Framework, Nested Routes	Active
Astro 🚀	✅ Available	Islands Architecture, Static-first	Active
SolidJs 🔶	✅ Available	Fine-grained Reactivity	Active
Electron 🖥️	✅ Available	Desktop Apps with Web Tech	Active
Tauri 🦀	✅ Available	Rust + Web UI Desktop Apps	Active
Qwik ⚡	✅ Available	Resumability, O(1) Loading	Active
htmx 🔷	✅ Available	Hypermedia-driven Applications	Active
Alpine.js 🏔️	✅ Available	Lightweight JavaScript Framework	Active
Lit 🔥	✅ Available	Web Components Library	Active

Backend Frameworks

Framework	Guide Available	Topics Covered	Status
Django 🎯	✅ Available	MTV, ORM, Admin, REST APIs, Auth	Active
Flask 🌶️	✅ Available	Microframework, SQLAlchemy, Blueprints, APIs	Active
FastAPI ⚡	✅ Available	Modern Python API, Async, Type Hints	Active
Spring Boot 🍃	✅ Available	Java Enterprise, Microservices	Active
ASP.NET Core 🔷	✅ Available	C# Web Framework, MVC, APIs	Active
Laravel 🔺	✅ Available	PHP Framework, Eloquent ORM	Active
Ruby on Rails 💎	✅ Available	Ruby Framework, MVC, Active Record	Active
Gin 🍸	✅ Available	Go HTTP Framework, Fast & Minimal	Active
Express.js 🟩	✅ Available	Node.js Framework, Middleware	Active
Next.js ▲	✅ Available	React Framework, SSR, API Routes	Active
NestJS 🐈	✅ Available	TypeScript Backend Framework	Active
Phoenix 🔥	✅ Available	Elixir Web Framework	Active
Rocket 🚀	✅ Available	Rust Web Framework	Active
Actix ⚡	✅ Available	Rust Actor Framework	Active
Supabase 🔋	✅ Available	Firebase Alternative, PostgreSQL	Active

DevOps & CI/CD Tools

Tool	Guide Available	Topics Covered	Status
Docker 🐳	✅ Available	Containers, Images, Compose, Networking	Active
Kubernetes ☸️	✅ Available	Container Orchestration, Pods, Services	Active
Terraform 🏗️	✅ Available	Infrastructure as Code, Multi-cloud	Active
Ansible 🤖	✅ Available	Configuration Management, Automation	Active
Git 📚	✅ Available	Version Control, Branching, Workflows	Active
Jenkins 🔧	✅ Available	CI/CD, Pipelines, Automation	Active
ArgoCD 🐙	✅ Available	GitOps Continuous Delivery	Active
Prometheus 📊	✅ Available	Monitoring & Alerting	Active
Grafana 📈	✅ Available	Observability & Dashboards	Active

Development Tools & Platforms

Tool	Guide Available	Topics Covered	Status
Bash 🐚	✅ Available	Shell Scripting, Commands, Automation	Active
KQL 📊	✅ Available	Azure Queries, Log Analytics, Data Analysis	Active
GitHub 🐙	✅ Available	Collaboration, Actions, Pull Requests	Active
Postman 📮	✅ Available	API Testing, Collections, Newman	Active
Jest 🃏	✅ Available	Testing Framework, Mocking, Coverage	Active
Vite ⚡	✅ Available	Frontend tooling, dev server, builds	Active
Vitest 🧪	✅ Available	Unit testing for Vite projects	Active
Bun 🥟	✅ Available	Fast all-in-one JavaScript runtime	Active
Deno 🦕	✅ Available	Secure TypeScript/JavaScript runtime	Active
pnpm 📦	✅ Available	Fast, disk space efficient package manager	Active
YAML 🧾	✅ Available	Config format basics and examples	Active
TOML 🧩	✅ Available	Config format basics and examples	Active

Web Frameworks & Libraries (More)

Topic	Guide Available	Notes	Status
Laravel 🧱	✅ Available	PHP web framework starter docs	Active
Cuba 🧊	✅ Available	Minimal Ruby web framework starter docs	Active
LangChain 🔗	✅ Available	LLM app framework starter docs	Active
TensorFlow 🧠	✅ Available	ML framework starter docs	Active
Streamlit 📈	✅ Available	Python data apps starter docs	Active
Tauri 🖥️	✅ Available	Desktop apps (Rust + web UI) starter docs	Active

Linux Distributions

Distribution	Type	Guide Available	Focus Area	Status
Alpine 🏔️	Minimal	✅ Available	Containers, minimal systems	Active
Arch 🎯	Rolling	✅ Available	Cutting-edge, customization	Active
ChromeOS Flex 💻	Cloud-first	✅ Available	Legacy hardware revival, education	Active
Debian 🌀	Stable	✅ Available	Stability, servers	Active
Gentoo 🐧	Source-based	✅ Available	Customization, optimization	Active
MX Linux 🖥️	Desktop	✅ Available	User-friendly, performance	Active
NixOS ❄️	Declarative	✅ Available	Reproducible systems	Active
Pop!_OS 🎨	Desktop	✅ Available	Developers, creators, gaming	Active
Qubes OS 🔒	Security	✅ Available	Security through isolation	Active
RedHat 🎩	Enterprise	✅ Available	Enterprise servers	Active
Rocky Linux 🏔️	Enterprise	✅ Available	RHEL replacement, CentOS successor	Active
Slackware 🐱	Traditional	✅ Available	Unix-like simplicity	Active
SteamOS 🎮	Gaming	✅ Available	Gaming, Steam Deck	Active
Tails 🔐	Privacy	✅ Available	Anonymity, privacy, Tor	Active
Zorin 💎	Desktop	✅ Available	Windows users, beginners	Active

Cloud Platforms

Platform	Guide Available	Topics Covered	Status
AWS ☁️	✅ Available	EC2, S3, Lambda, CLI, IAM	Active
Azure 🔷	✅ Available	VMs, App Service, AKS, CLI	Active
GCP 🌐	✅ Available	Compute Engine, Cloud Run, GKE, gcloud	Active
DigitalOcean 🌊	✅ Available	Droplets, DOKS, Spaces, doctl	Active

Databases & Data Storage

Database	Type	Guide Available	Topics Covered	Status
MySQL 🐬	Relational	✅ Available	SQL basics, queries, indexes	Active
PostgreSQL 🐘	Relational	✅ Available	Advanced SQL, JSONB, extensions	Active
MongoDB 🍃	NoSQL	✅ Available	Documents, aggregation, indexes	Active
Redis 🔴	Cache/Store	✅ Available	Key-value, pub/sub, data structures	Active
DynamoDB ⚡	NoSQL	✅ Available	AWS NoSQL, partition keys, GSI	Active
MariaDB 🦭	Relational	✅ Available	MySQL-compatible, clustering	Active
SQLite 📦	Embedded	✅ Available	Serverless, file-based SQL	Active
IBM Db2 💼	Enterprise	✅ Available	Enterprise RDBMS, HADR	Active
Neo4j 🕸️	Graph	✅ Available	Cypher, nodes, relationships	Active
Snowflake ❄️	Cloud DW	✅ Available	Data warehouse, virtual warehouses	Active
BigQuery 📊	Cloud DW	✅ Available	Google's serverless analytics	Active
CockroachDB 🪳	Distributed	✅ Available	Distributed SQL, Postgres-compatible	Active
Cassandra 💎	NoSQL	✅ Available	Wide-column store, high availability	Active
Supabase 🔋	Backend	✅ Available	PostgreSQL-based Firebase alternative	Active
PlanetScale 🌍	MySQL	✅ Available	Serverless MySQL, branching	Active

Data Engineering & ML

Tool/Library	Guide Available	Topics Covered	Status
Apache Spark ⚡	✅ Available	PySpark, DataFrames, Read/Write, Basics	Active
Apache Kafka 📨	✅ Available	Topics, Producers/Consumers, Offsets, Basics	Active
Pandas 🧮	✅ Available	DataFrames, I/O, groupby, cleaning	Active
NumPy 🔢	✅ Available	ndarrays, broadcasting, basic ops	Active
TensorFlow 🧠	✅ Available	ML framework, neural networks	Active
PyTorch 🔥	✅ Available	Deep learning framework	Active
Streamlit 📈	✅ Available	Python data apps, dashboards	Active
LangChain 🔗	✅ Available	LLM applications, chains	Active
Hugging Face 🤗	✅ Available	Transformers, model hub	Active
dbt 🔧	✅ Available	Data transformation tool	Active
Airbyte 🔄	✅ Available	Data integration platform	Active

Game Development

Engine	Type	Guide Available	Best For	Status
Unity 🎮	3D/2D	✅ Available	Cross-platform, mobile games	Active
Unreal Engine 🚀	3D	✅ Available	AAA games, photorealistic graphics	Active
Godot 🤖	3D/2D	✅ Available	Open-source, indie games	Active
CryEngine 💎	3D	✅ Available	High-end graphics, FPS games	Active
Panda3D 🐼	3D	✅ Available	Python-based game development	Active
Cocos2d 🎯	2D	✅ Available	Mobile 2D games	Active
GameMaker Studio 🎨	2D	✅ Available	Beginner-friendly 2D games	Active
Spring Engine 🌱	RTS	✅ Available	Real-time strategy games	Active
Rage 🎭	3D	✅ Available	Rockstar games (study/modding)	Active

DevSecOps & Security Tools

Tool	Guide Available	Topics Covered	Status
AquaSecurity/Trivy 🛡️	✅ Available	Container scanning, vulnerability detection	Active
SonarQube 📊	✅ Available	Code quality, static analysis, gates	Active
Snyk 🔐	✅ Available	Dependency scanning, security testing	Active
HashiCorp Vault 🔒	✅ Available	Secrets management, encryption	Active
Burp Suite 🕵️	✅ Available	Web security testing, proxy	Active
Metasploit 💣	✅ Available	Penetration testing framework	Active
OpenVAS 🔍	✅ Available	Vulnerability scanner	Active
Scapy 📡	✅ Available	Packet manipulation, network analysis	Active

Infrastructure & Automation

Tool	Guide Available	Topics Covered	Status
Docker 🐳	✅ Available	Containers, Images, Compose, Networking	Active
Kubernetes ☸️	✅ Available	Pods, Deployments, Services, kubectl basics	Active
Terraform 🧱	✅ Available	IaC concepts, init/plan/apply workflow	Active
Ansible 🧰	✅ Available	Inventories, playbooks, modules basics	Active
Git 📚	✅ Available	Version Control, Branching, Workflows	Active
GitHub Actions 🔄	✅ Available	CI/CD workflows, automation	Active
GitLab CI/CD 🦊	✅ Available	Pipelines, runners, deployment	Active
Bitbucket Pipelines 🪣	✅ Available	CI/CD for Bitbucket repos	Active
Jenkins 🔧	✅ Available	Build automation, pipelines	Active

Operating Systems

System	Documentation	Topics Covered	Status
Windows 🪟	✅ Available	Versions (95-11), PowerShell, winget, WSL	Active
macOS 🍎	✅ Available	Setup, Homebrew, Terminal, development	Active
iOS 📱	✅ Available	Xcode, SwiftUI, signing, deployment	Active
Android 🤖	✅ Available	Android Studio, Kotlin, Gradle, Compose	Active
WSL 🐧	✅ Available	Run Linux on Windows (WSL 1/2 basics)	Active

Linux Distributions (25+ Distros)

By Distribution Family

Family	Distros Documented	Focus	Status
Arch 🔷	Arch, BlackArch, GarudaLinux, RedArch, SteamOS	Rolling release, cutting-edge	Active
Debian 🌀	Debian, Ubuntu, MintLinux, KaliLinux, ParrotSec, Pop!_OS, Zorin, MX Linux, Tails	Stability, broad hardware support	Active
Red Hat 🎩	RHEL, Fedora, CentOS, Oracle Linux, Rocky Linux	Enterprise, commercial support	Active
Independent 🔧	Alpine, Gentoo, NixOS, Slackware, Qubes OS, ChromeOS Flex	Specialized use cases	Active

Featured Distributions

Distribution	Type	Guide Available	Focus Area	Status
Alpine 🏔️	Minimal	✅ Available	Containers, embedded systems	Active
Arch 🔷	Rolling	✅ Available	Customization, latest software	Active
BlackArch 🐉	Security	✅ Available	Penetration testing (2800+ tools)	Active
CentOS 🔴	Enterprise	✅ Available	RHEL downstream (deprecated)	Legacy
ChromeOS Flex 💻	Cloud	✅ Available	Legacy hardware, education	Active
Debian 🌀	Stable	✅ Available	Servers, stability	Active
Fedora 🎩	Cutting-edge	✅ Available	RHEL upstream, latest features	Active
Garuda Linux 🦅	Gaming	✅ Available	Gaming-focused Arch derivative	Active
Gentoo 🏴	Source	✅ Available	Compile from source, optimization	Active
Kali Linux 🐉	Security	✅ Available	Penetration testing, security audits	Active
Mint Linux 🌿	Desktop	✅ Available	User-friendly, Windows alternative	Active
MX Linux 🔧	Desktop	✅ Available	#1 on DistroWatch, stability	Active
NixOS ❄️	Declarative	✅ Available	Reproducible, functional package management	Active
Oracle Linux 🔴	Enterprise	✅ Available	RHEL-compatible, Oracle support	Active
Parrot Security 🦜	Security	✅ Available	Security, privacy, development	Active
Pop!_OS 🎨	Desktop	✅ Available	Developer-friendly, System76 hardware	Active
Qubes OS 🛡️	Security	✅ Available	Security by compartmentalization	Active
RedArch 🔴🔷	Hybrid	✅ Available	Arch + Red Hat features	Active
RHEL 🎩	Enterprise	✅ Available	Commercial support, stability	Active
Rocky Linux 🏔️	Enterprise	✅ Available	CentOS replacement, RHEL-compatible	Active
Slackware 🐱	Traditional	✅ Available	Oldest distribution, simplicity	Active
SteamOS 🎮	Gaming	✅ Available	Valve's Steam Deck OS, Proton layer	Active
Tails 🔐	Privacy	✅ Available	Tor integration, amnesia, anonymity	Active
Ubuntu 🟠	Desktop	✅ Available	Most popular, LTS releases	Active
Zorin OS 💎	Desktop	✅ Available	Windows-like interface, beginners	Active

🚀 Getting Started

Prerequisites

Before you begin, ensure you have:

✅ Git installed (Download)
✅ Text Editor/IDE (VS Code, IntelliJ IDEA, PyCharm, etc.)
✅ Terminal/Command Prompt access
✅ Internet connection for downloading dependencies

Recommended IDEs by Technology

Technology	Recommended IDE	Alternative
Python	VS Code, PyCharm	Jupyter Notebook, Spyder
Java	IntelliJ IDEA, Eclipse	NetBeans, VS Code
JavaScript/TypeScript	VS Code, WebStorm	Sublime Text, Atom
C/C++	VS Code, CLion	Code::Blocks, Dev-C++
C#/.NET	Visual Studio, Rider	VS Code
Go	GoLand, VS Code	Vim/Neovim
Rust	VS Code, RustRover	IntelliJ IDEA
Web Dev	VS Code, WebStorm	Sublime Text

1. Clone the Repository

Using Git:

git clone https://github.com/Srijan-XI/RunexisForge.git
cd RunexisForge

Or download as ZIP:

Visit RunexisForge Repository
Click Code → Download ZIP
Extract and navigate to the folder

2. Choose Your Technology

Navigate to the folder of what you want to learn:

📂 Programming Languages

# Scripting Languages
cd Programming-Languages/Scripting/PYTHON/                 # Python 3.x
cd Programming-Languages/Scripting/PHP/                    # PHP 8.x
cd Programming-Languages/Scripting/Ruby/                   # Ruby 3.x
cd Programming-Languages/Scripting/Bash/                   # Bash Scripting
cd Programming-Languages/Scripting/PowerShell/             # PowerShell

# Web Development
cd Programming-Languages/WebDevelopment/JavaScript/        # JavaScript + Node.js
cd Programming-Languages/WebDevelopment/TypeScript/        # TypeScript
cd Programming-Languages/WebDevelopment/HTML-CSS/          # HTML5 & CSS3

# Systems Programming
cd Programming-Languages/SystemsProgramming/C/             # C Language
cd Programming-Languages/SystemsProgramming/CPP/           # C++
cd Programming-Languages/SystemsProgramming/RUST/          # Rust
cd Programming-Languages/SystemsProgramming/Zig/           # Zig
cd Programming-Languages/SystemsProgramming/Assembly/      # Assembly

# Enterprise Applications
cd Programming-Languages/EnterpriseApplications/JAVA/      # Java
cd Programming-Languages/EnterpriseApplications/CSharp/    # C# (.NET)

# Cloud-Native & Modern Languages
cd Programming-Languages/Cloud-native/Golang/              # Go (Golang)
cd Programming-Languages/General-purpose/Kotlin/           # Kotlin
cd Programming-Languages/General-purpose/Scala/            # Scala
cd Programming-Languages/General-purpose/Swift/            # Swift
cd Programming-Languages/General-purpose/Dart/             # Dart + Flutter

# Functional Programming
cd Programming-Languages/Functional/Elixir/                # Elixir
cd Programming-Languages/Functional/Haskell/               # Haskell

# Data Science & Analytics
cd Programming-Languages/DataScience&Analytics/R/          # R Language
cd Programming-Languages/DataScience&Analytics/MATLAB/     # MATLAB
cd Programming-Languages/DataScience&Analytics/KQL/        # Kusto Query Language
cd Programming-Languages/DataScience&Analytics/Julia/      # Julia

🎨 Frontend Frameworks

cd Frontend-Frameworks/React/         # React 18+
cd Frontend-Frameworks/Vue/           # Vue 3
cd Frontend-Frameworks/Angular/       # Angular 17+
cd Frontend-Frameworks/Svelte/        # Svelte 4
cd Frontend-Frameworks/NuxtJs/        # Nuxt.js 3
cd Frontend-Frameworks/Astro/         # Astro
cd Frontend-Frameworks/Remix/         # Remix
cd Frontend-Frameworks/SolidJs/       # SolidJS
cd Frontend-Frameworks/Qwik/          # Qwik
cd Frontend-Frameworks/htmx/          # htmx
cd Frontend-Frameworks/Alpine.js/     # Alpine.js
cd Frontend-Frameworks/Lit/           # Lit
cd Frontend-Frameworks/Electron/      # Electron
cd Frontend-Frameworks/Tauri/         # Tauri
cd Frontend-Frameworks/Vite/          # Vite

⚙️ Backend Frameworks

# Python Backends
cd Backend-Web/02-Web-Frameworks/Django/        # Django 5.x
cd Backend-Web/02-Web-Frameworks/Flask/         # Flask
cd Backend-Web/02-Web-Frameworks/FastAPI/       # FastAPI

# JavaScript/TypeScript Backends
cd Backend-Web/02-Web-Frameworks/Express/       # Express.js
cd Backend-Web/02-Web-Frameworks/NestJS/        # NestJS
cd Backend-Web/02-Web-Frameworks/Next.js/       # Next.js

# Java Backends
cd Backend-Web/02-Web-Frameworks/"Spring Boot"/ # Spring Boot 3.x

# Go Backends
cd Backend-Web/02-Web-Frameworks/Gin/           # Gin
cd Backend-Web/02-Web-Frameworks/Fiber/         # Fiber

# Rust Backends
cd Backend-Web/02-Web-Frameworks/Rocket/        # Rocket
cd Backend-Web/02-Web-Frameworks/Actix/         # Actix-web

# Others
cd Backend-Web/02-Web-Frameworks/Laravel/       # Laravel (PHP)
cd Backend-Web/02-Web-Frameworks/Rails/         # Ruby on Rails
cd Backend-Web/02-Web-Frameworks/Phoenix/       # Phoenix (Elixir)
cd Backend-Web/06-Backend-as-a-Service/Supabase/ # Supabase

☁️ Cloud & DevOps

# Cloud Providers
cd Cloud-DevOps/06-Cloud-Providers/AWS/         # Amazon Web Services
cd Cloud-DevOps/06-Cloud-Providers/Azure/       # Microsoft Azure
cd Cloud-DevOps/06-Cloud-Providers/GCP/         # Google Cloud Platform
cd Cloud-DevOps/06-Cloud-Providers/DigitalOcean/ # DigitalOcean

# Version Control
cd Cloud-DevOps/01-Version-Control/Git/         # Git
cd Cloud-DevOps/01-Version-Control/GitHub/      # GitHub
cd Cloud-DevOps/01-Version-Control/GitLab/      # GitLab
cd Cloud-DevOps/01-Version-Control/Bitbucket/   # Bitbucket

# Containerization & Orchestration
cd Cloud-DevOps/04-Containerization/Docker/     # Docker
cd Cloud-DevOps/04-Containerization/Kubernetes/ # Kubernetes (K8s)
cd Cloud-DevOps/04-Containerization/Podman/     # Podman

# Infrastructure as Code
cd Cloud-DevOps/05-Infrastructure-as-Code/Terraform/  # Terraform
cd Cloud-DevOps/05-Infrastructure-as-Code/Pulumi/     # Pulumi
cd Cloud-DevOps/05-Infrastructure-as-Code/CloudFormation/ # AWS CloudFormation

# CI/CD
cd Cloud-DevOps/03-CI-CD/GitHub-Actions/        # GitHub Actions
cd Cloud-DevOps/03-CI-CD/GitLab-CI/             # GitLab CI/CD
cd Cloud-DevOps/03-CI-CD/Jenkins/               # Jenkins
cd Cloud-DevOps/03-CI-CD/ArgoCD/                # ArgoCD
cd Cloud-DevOps/03-CI-CD/CircleCI/              # CircleCI

# Configuration Management
cd Cloud-DevOps/09-Automation-Workflows/Ansible/ # Ansible
cd Cloud-DevOps/09-Automation-Workflows/Chef/    # Chef

# Monitoring & Observability
cd Cloud-DevOps/07-Monitoring-Observability/Prometheus/ # Prometheus
cd Cloud-DevOps/07-Monitoring-Observability/Grafana/    # Grafana
cd Cloud-DevOps/07-Monitoring-Observability/ELK/        # ELK Stack

🗄️ Databases

# Relational Databases
cd "SQL&DB'S"/MySQL/                  # MySQL 8.x
cd "SQL&DB'S"/PostgreSQL/             # PostgreSQL 16
cd "SQL&DB'S"/MariaDB/                # MariaDB
cd "SQL&DB'S"/SQLite/                 # SQLite
cd "SQL&DB'S"/MicrosoftSQL/           # MS SQL Server

# NoSQL Databases
cd "SQL&DB'S"/MongoDB/                # MongoDB
cd "SQL&DB'S"/Redis/                  # Redis
cd "SQL&DB'S"/DynamoDB/               # AWS DynamoDB
cd "SQL&DB'S"/Cassandra/              # Apache Cassandra
cd "SQL&DB'S"/CouchDB/                # CouchDB

# Graph Databases
cd "SQL&DB'S"/Neo4j/                  # Neo4j

# Cloud Data Warehouses
cd "SQL&DB'S"/Snowflake/              # Snowflake
cd "SQL&DB'S"/BigQuery/               # Google BigQuery

# Modern Database Solutions
cd "SQL&DB'S"/Supabase/               # Supabase
cd "SQL&DB'S"/PlanetScale/            # PlanetScale
cd "SQL&DB'S"/CockroachDB/            # CockroachDB

📊 Data & Analytics

# Data Processing
cd Data-Analytics/01-Data-Processing/Pandas/    # Pandas
cd Data-Analytics/01-Data-Processing/NumPy/     # NumPy
cd Data-Analytics/01-Data-Processing/dbt/       # dbt

# Distributed Computing
cd Data-Analytics/02-Distributed-Computing/Spark/  # Apache Spark
cd Data-Analytics/02-Distributed-Computing/Hadoop/ # Apache Hadoop

# Streaming Platforms
cd Data-Analytics/07-Streaming-Platforms/Kafka/    # Apache Kafka
cd Data-Analytics/07-Streaming-Platforms/Flink/    # Apache Flink

# Machine Learning & AI
cd Data-Analytics/04-Deep-Learning/TensorFlow/  # TensorFlow
cd Data-Analytics/04-Deep-Learning/PyTorch/     # PyTorch
cd Data-Analytics/06-AI-LLM/LangChain/          # LangChain
cd Data-Analytics/06-AI-LLM/HuggingFace/        # Hugging Face

# Visualization
cd Data-Analytics/10-Visualization-Apps/Streamlit/ # Streamlit
cd Data-Analytics/10-Visualization-Apps/Tableau/   # Tableau

🔒 Security & Testing

cd Security-Testing/Trivy/            # Container Security
cd Security-Testing/SonarQube/        # Code Quality
cd Security-Testing/Snyk/             # Dependency Scanning
cd Security-Testing/Vault/            # HashiCorp Vault
cd Security-Testing/BurpSuite/        # Web Security
cd Security-Testing/Metasploit/       # Penetration Testing
cd Security-Testing/Postman/          # API Testing
cd Security-Testing/Jest/             # JavaScript Testing

🎮 Game Engines

cd Game-Engines/Unity/                # Unity Engine
cd Game-Engines/Godot/                # Godot Engine
cd "Game-Engines/Unreal Engine"/      # Unreal Engine 5
cd Game-Engines/CryEngine/            # CryEngine
cd Game-Engines/Panda3D/              # Panda3D

🐧 Operating Systems

# Desktop OS
cd Operating-Systems/Windows/         # Windows 10/11
cd Operating-Systems/macOS/           # macOS
cd Operating-Systems/Linux/           # Various Linux Distros

# Mobile OS
cd Operating-Systems/Android/         # Android Development
cd Operating-Systems/iOS/             # iOS Development

# Linux Distributions
cd Linux/Debian/Ubuntu/               # Ubuntu
cd Linux/Arch/                        # Arch Linux
cd Linux/RedHat/Fedora/               # Fedora
cd Linux/Debian/Kali/                 # Kali Linux

3. Follow the Installation Guide

Each technology folder contains comprehensive documentation:

📖 What You'll Find:

✅ Installation guides for Windows, macOS, and Linux
✅ Getting Started tutorials and examples
✅ Configuration best practices
✅ Common Issues and troubleshooting
✅ Practice questions (where applicable)
✅ Resources and further learning materials

Example Structure:

Programming-Languages/Scripting/PYTHON/
├── README.md                    # Overview & Quick Links
├── INSTALL.md                   # Installation Guide (all OS)
├── GETTING-STARTED.md           # First Steps & Examples
├── PRACTICE-QUESTIONS/          # Coding Exercises
│   ├── Beginner/
│   ├── Intermediate/
│   └── Advanced/
└── RESOURCES.md                 # Learning Resources

4. Try Practice Questions

After installation, test your skills:

📝 Question Categories:

🟢 Beginner - Variables, loops, functions
🟡 Intermediate - Data structures, OOP, file I/O
🔴 Advanced - Algorithms, design patterns, optimization

💡 Pro Tips:

Start with beginner questions even if experienced
Try to solve problems without looking at solutions first
Review multiple solution approaches
Contribute your own solutions!

5. Set Up Your Development Environment

Recommended Tools:

# Install VS Code (cross-platform)
winget install Microsoft.VisualStudioCode  # Windows
brew install --cask visual-studio-code     # macOS
sudo snap install code --classic            # Linux

# Install Git
winget install Git.Git                      # Windows
brew install git                            # macOS
sudo apt install git                        # Linux (Debian/Ubuntu)

Essential VS Code Extensions:

Python: ms-python.python
JavaScript/TypeScript: dbaeumer.vscode-eslint
Java: vscjava.vscode-java-pack
C/C++: ms-vscode.cpptools
Docker: ms-azuretools.vscode-docker
GitLens: eamodio.gitlens

6. Join the Community

💬 GitHub Discussions
🐛 Report Issues
🤝 Contribute
⭐ Star the repo to stay updated!

💡 How to Use This Repository

For Beginners

Start with the Installation Guide for your chosen language
Set up your development environment
Try the beginner-level practice questions
Progress to intermediate and advanced questions

For Experienced Developers

Use the guides as a quick reference for setup on new systems
Explore advanced practice questions
Contribute your own solutions or improvements

Practice Question Levels

Beginner: Basic syntax, variables, loops, and functions
Intermediate: Data structures, file handling, OOP concepts
Advanced: Algorithms, multithreading, design patterns, optimization

🤝 Contributing

We welcome contributions from everyone! 🎉

Ways to Contribute

🌐 Add a new programming language
📝 Improve existing guides
❓ Add more practice questions
🐛 Fix bugs or typos
📚 Enhance documentation
💡 Suggest new features
🔍 Review pull requests

Quick Start for Contributors

Read our CONTRIBUTING.md for detailed guidelines
Check open issues for tasks
Follow our Code of Conduct
Submit your Pull Request

Contribution Guidelines

✅ Follow the existing code style and structure
✅ Test all code examples before submitting
✅ Update documentation as needed
✅ Use descriptive commit messages
✅ One feature/fix per pull request

See CONTRIBUTORS.md for our list of amazing contributors!

🌍 Community

Get Help

📖 Check our FAQ for common questions
💬 Open a Discussion
🐛 Report bugs via Issues
📧 Contact maintainers through GitHub

Community Guidelines

🤝 Be respectful and inclusive
💡 Help others learn and grow
🎯 Stay on topic and constructive
📚 Share knowledge and resources

Read our full Code of Conduct.

📚 Resources

Looking for more learning materials? Check out our comprehensive RESOURCES.md featuring:

📖 Official documentation links
📚 Recommended books (free & paid)
🎓 Online courses and tutorials
🎥 YouTube channels
💻 Practice platforms
🏆 Interview preparation resources

🗺️ Roadmap

Curious about what's next? Check our ROADMAP.md to see:

🎯 Upcoming features and languages
📅 Development timeline
💡 How you can help shape the future
📊 Project milestones and goals

Follow ROADMAP.md for upcoming additions.

🔒 Security

Found a security vulnerability? Please review our SECURITY.md for responsible disclosure guidelines.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

This means you are free to:

✅ Use this code for personal or commercial projects
✅ Modify and adapt the code
✅ Distribute copies
✅ Use it for educational purposes

Just remember to include the original license and copyright notice.

🌟 Show Your Support

If you find this repository helpful, please consider:

⭐ Star this repository to show your support
🍴 Fork it for your own customization
📢 Share it with friends and colleagues
🤝 Contribute to make it even better
💬 Spread the word on social media

Name		Name	Last commit message	Last commit date
Latest commit History 149 Commits
.devcontainer		.devcontainer
.github		.github
Backend-Web		Backend-Web
CMS		CMS
Cloud-DevOps		Cloud-DevOps
Data-Analytics		Data-Analytics
Development-Tools		Development-Tools
Frontend-Frameworks		Frontend-Frameworks
Game-Development		Game-Development
Game-Engines		Game-Engines
Linux		Linux
Mobile-Development		Mobile-Development
Network-Tools		Network-Tools
Operating-Systems		Operating-Systems
Programming-Languages		Programming-Languages
SQL&DB'S		SQL&DB'S
Search&Indexing		Search&Indexing
Security-Testing		Security-Testing
Utilities-Tools		Utilities-Tools
Web3-Blockchain		Web3-Blockchain
Z-Docs		Z-Docs
.editorconfig		.editorconfig
.gitignore		.gitignore
CHANGELOG.md		CHANGELOG.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
CONTRIBUTORS.md		CONTRIBUTORS.md
FAQ.md		FAQ.md
LICENSE		LICENSE
QUICKSTART.md		QUICKSTART.md
README.md		README.md
ROADMAP.md		ROADMAP.md
RepositoryStructure.md		RepositoryStructure.md
SECURITY.md		SECURITY.md
icon.md		icon.md

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Runexis Forge — [ Install & Learn DevLangs ]

📋 Table of Contents

⚡ Quick Start

🧭 Quick Navigation

🎯 Popular Learning Paths

🌐 Web Development Full Stack

☁️ Cloud & DevOps Engineer

📊 Data Science & ML

🎮 Game Development

🔐 Cybersecurity Specialist

📘 What You'll Find Here

🌐 Supported Languages

Frontend Frameworks & Libraries

Backend Frameworks

DevOps & CI/CD Tools

Development Tools & Platforms

Web Frameworks & Libraries (More)

Linux Distributions

Cloud Platforms

Databases & Data Storage

Data Engineering & ML

Game Development

DevSecOps & Security Tools

Infrastructure & Automation

Operating Systems

Linux Distributions (25+ Distros)

By Distribution Family

Featured Distributions

🚀 Getting Started

Prerequisites

Recommended IDEs by Technology

1. Clone the Repository

2. Choose Your Technology

3. Follow the Installation Guide

4. Try Practice Questions

5. Set Up Your Development Environment

6. Join the Community

💡 How to Use This Repository

For Beginners

For Experienced Developers

Practice Question Levels

🤝 Contributing

Ways to Contribute

Quick Start for Contributors

Contribution Guidelines

🌍 Community

Get Help

Community Guidelines

📚 Resources

🗺️ Roadmap

🔒 Security

📄 License

🌟 Show Your Support

Quick Links

📊 Project Stats

📜 Changelog

💻 Happy Coding! 🚀

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