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Showing 25 open source projects for "real"
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PRTG Catches Network Issues Before They Cause DowntimeReactive troubleshooting usually means hearing about a problem from frustrated users, not your monitoring tool. PRTG sets threshold-based alerts across devices, servers and applications, notifying your team by email, SMS or push the moment a metric crosses a set limit. That means catching a failing disk or overloaded server before it becomes an outage and getting time back from firefighting. Start a free trial and set your first alerts today.
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Zapret Discord YouTube
Windows-based network traffic manipulation tool
...The project is built on top of the broader “zapret” ecosystem and uses WinDivert, a low-level packet interception driver, to filter, split, and alter network packets in real time in order to evade deep packet inspection (DPI) systems used by ISPs or governments. By applying different “strategies” through batch scripts, the tool can dynamically adjust how traffic appears to filtering systems, effectively restoring access or improving connection quality for blocked or slowed services. It also integrates additional mechanisms such as host file updates and DNS configuration to improve compatibility with voice services and regional routing issues. -
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Junie
An AI coding agent by JetBrains that ships code from your terminal
...Junie is LLM-agnostic, meaning it can work with different model providers, including JetBrains authentication, Junie API keys, or bring-your-own-key options. The tool integrates with real-world development workflows and can assist across local projects, repositories, and automated GitHub processes. Developers can use Junie through multiple release channels, including stable, EAP, nightly, and experimental builds. Its focus on practical coding automation makes it a useful assistant for speeding up software development while fitting into existing tools and workflows. -
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Everywhere
Context-aware desktop AI assistant that understands screen content
...It distinguishes itself from traditional AI tools by eliminating the need for manual input methods such as copying text or taking screenshots, instead allowing users to invoke assistance instantly through a shortcut. It can analyze on-screen information in real time and provide contextual responses, making it useful for tasks like troubleshooting errors, summarizing articles, translating text, and refining written content. It integrates with multiple large language model providers and supports various tools, enabling flexible and extensible AI-powered workflows. Everywhere features a modern design with interactive elements such as markdown rendering, keyboard shortcuts, and voice input capabilities. ... -
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Generative AI for Beginners .NET
Hands-on .NET course for building real-world generative AI apps
Generative AI for Beginners .NET is a hands-on course that helps developers build real-world AI applications using the .NET ecosystem. It walks through core concepts such as text generation, chat-based interactions, and integrating large language models into applications. Each lesson includes short videos, working code samples, and step-by-step instructions, making it easy to follow and apply immediately. Generative AI for Beginners .NET supports tools like GitHub Models, Azure OpenAI Service, and local models, giving flexibility in how projects are built and tested. ... -
$300 Free Credits to Build on Google CloudPut your $300 in credit toward real workloads, then keep building with free monthly usage for 20+ products. No commitment and no charge until you upgrade.
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Desktop Commander MCP
AI-powered MCP server for desktop file and terminal automation
...It integrates with clients like Claude Desktop to enable AI-driven workflows such as editing files, executing commands, and automating development tasks from a single conversational interface. Desktop Commander MCP builds on top of an MCP filesystem server and enhances it with powerful search, replace, and code editing capabilities tailored for real-world development environments. It allows users to run terminal commands with streaming output, manage long-running processes, and even execute code in memory without saving files. It also supports working with structured and document formats such as Excel, PDF, and DOCX, enabling AI to read, modify, and generate these files directly. -
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Bear Stone Smart Home
Custom Home Assistant configuration with automations and scripts setup
...It includes configuration files that manage entities such as lights, sensors, switches, and media devices, enabling centralized automation and monitoring. It demonstrates how to structure Home Assistant YAML files for scalability and maintainability in a real-world deployment. Bear Stone Smart Home also showcases custom automations and scripts designed to improve convenience, energy efficiency, and overall smart home behavior. Additionally, it may include examples of dashboards and user interface customization to enhance usability and visualization of home data. Overall, it serves as a practical reference for building and refining a tailored Home Assistant setup. -
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Microsoft Learn MCP Server
Official Microsoft Learn MCP Server, powering LLMs and AI agents
Microsoft Learn MCP Server is the official GitHub repository for the Microsoft Learn MCP (Model Context Protocol) Server, a service that implements the Model Context Protocol to provide AI assistants and tools with reliable, real-time access to Microsoft’s official documentation. Rather than relying on training data that may be outdated or incomplete, MCP servers let agents like GitHub Copilot, Claude, or other LLM-based tools search and pull context directly from up-to-date Microsoft Learn content, including Azure, .NET, and other tech docs. By connecting to the MCP endpoint, coding agents can answer questions, retrieve code examples, and offer best practices grounded in authoritative sources without requiring API keys or manual browser searches. ... -
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Thanos.sh
if you are Thanos(root), this command could delete half your files
...It ships as a shell script plus a PowerShell variant (Invoke-Thanos.ps1) that can target files, environment variables, registry entries, functions, aliases and certificates, and the repository warns repeatedly not to run it casually. The project includes short installation notes (for example, macOS requires gshuf from coreutils) and a README that frames the script as a “real gun” that should be used with extreme caution. By design the repo is blunt and provocative: it contains a Story.md for user anecdotes, and the README even notes the script only displays how many files would be deleted in one run. The codebase is mainly PowerShell and shell, licensed MIT, and has attracted attention and stars as a curiosity / research / prank tool rather than a production utility. -
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DeepAudit
AI multi-agent platform for automated code security auditing system
...DeepAudit performs deep semantic understanding of code, enabling it to detect complex vulnerabilities that span multiple files and business logic layers. It also includes automated proof-of-concept validation using a sandboxed environment, allowing detected issues to be tested for real exploitability. DeepAudit integrates retrieval-augmented generation techniques to enhance contextual understanding and reduce false positives during analysis. Users can import projects and trigger a full audit workflow that includes risk identification, exploit generation, validation, and final report creation. -
MongoDB Atlas runs apps anywhereMongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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Claude-Flow
The leading agent orchestration platform for Claude
Claude-Flow v2 Alpha is an advanced AI orchestration and automation framework designed for enterprise-grade, large-scale AI-driven development. It enables developers to coordinate multiple specialized AI agents in real time through a hive-mind architecture, combining swarm intelligence, neural reasoning, and a powerful set of 87 Modular Control Protocol (MCP) tools. The platform supports both quick swarm tasks and persistent multi-agent sessions known as hives, facilitating distributed AI collaboration with persistent contextual memory. At its core, Claude-Flow integrates Dynamic Agent Architecture (DAA) for self-organizing agent management, neural pattern recognition accelerated by WebAssembly SIMD, and a SQLite-based memory system for context retention and knowledge persistence across tasks. ... -
11
Rust Course
It has been the world's most popular language for 8 consecutive years
The Rust语言圣经 (Rust Language Bible) is a comprehensive, Chinese-language Rust tutorial that aims to take learners from beginner concepts to advanced mastery. The course is carefully designed with a structured catalog, vivid and approachable language, and an engaging style that avoids the dry and mechanical tone of many technical books. It covers the basics of Rust, such as ownership, borrowing, lifetimes, traits, and generics, but also dives deep into advanced topics like performance... -
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Fast-Kubernetes
This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment
...It also includes end-to-end cluster setup guides (kubeadm with containerd or Docker, Minikube examples), Helm and CI/CD notes (Helm + Jenkins lab), and monitoring guidance with Prometheus & Grafana so learners can practice real operational tasks. Labs are written as short, reproducible exercises (imperative and declarative examples) designed for people who already know containers and want concrete, runnable Kubernetes practice. -
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Enterprise-Scale
The Azure Landing Zones (Enterprise-Scale) architecture
Enterprise-Scale is a reference architecture and set of landing-zone blueprints for building large, governed Azure estates. It codifies recommended patterns—network topology, identity integration, subscription and resource organization, policy assignment, and guardrails—so enterprises can provision repeatable, secure, and compliant environments for workloads. The project supplies deployable artifacts (Bicep/ARM/Terraform modules, examples, and documentation) to accelerate consistent... -
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ESD Installer
Install Windows directly to a disk partition without USB media
...Three native editions are provided: Windows 10/11 (C#, .NET 8, WinUI 3), Windows 8/8.1 (C#, .NET Framework 4.6.1, WPF), and Windows 7 SP1 (C#, .NET Framework 4.8, WPF). ESD Installer supports ISO/WIM/ESD inspection, real disk and partition enumeration, UEFI/GPT and BIOS/MBR validation, 42 localized application and installer languages, detailed logs, and safety-first immutable planning. WARNING: ESD Installer performs destructive disk operations. Back up important data and verify the selected partition before installation. The author and contributors are not responsible for data loss, unintended wipes, failed storage devices, downtime, or related damage. ... -
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AI File Sorter
Local AI file organization with categorization and rename suggestions
AI File Sorter is a cross-platform desktop application that uses AI (local LLMs run on your computer) to organize files and suggest meaningful file names based on real content, not just filenames or extensions. The app can analyze images locally and propose descriptive rename suggestions (for example, IMG_2048.jpg → clouds_over_lake.jpg). It can also analyze document text to improve categorization and renaming. Supported formats include PDF, DOCX, XLSX, PPTX, ODT, ODS, ODP, and common text files. ... -
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ViciStack - VICIdial Call Center Tools
VICIdial call center optimization tools, monitoring utilities, and per
VICIdial call center optimization tools, scripts, and monitoring utilities for system administrators and call center managers. Includes performance tuning guides, AMD (Answering Machine Detection) analysis tools, compliance automation scripts, and real-time monitoring dashboards for VICIdial-based contact centers running on Asterisk PBX. Key features: - Server performance monitoring and alerting - AMD accuracy tuning and analysis - Campaign optimization scripts - Compliance and DNC automation - Asterisk dialplan utilities - Real-time agent and queue dashboards Visit https://vicistack.com for documentation, guides, and community resources. -
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File Converter Pro
Free offline Windows file converter. Docs, images, audio & video
File Converter Pro converts documents, images, audio, and video files directly on your machine. No browser, no uploads, no internet required. Built with Python and PySide6, it's designed to feel like a real product: animated startup, dark/light theme synced with Windows, a statistics dashboard with animated charts, a gamified achievements system, and Windows context menu integration. Key features: - Batch conversions across all file types - 100% offline - Multi-engine fallback (FFmpeg, LibreOffice, Pandoc, and more) - Statistics dashboard with conversion history - Achievements & rank progression system - Right-click context menu integration in File Explorer - Save and reopen conversion setups as project files (.fcproj) - Multi-language support (French & English built-in) - Portable and installer builds available - Free and open source (GPLv3) -
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Kerim's PDF Tools
Offline Windows PDF toolkit: 31 tools, AES-256, convert, edit
Kerim's PDF Tools 5.4-modern (build: 22.10.2026) a complete offline PDF, Office and video toolkit for Windows: 31 tools, live previews and a built-in Word-like text editor. No uploads, no accounts, no telemetry. **31 tools in one window**, with a modern sidebar, seven themes, live previews and a built-in **Word-like PDF text editor**. SEE WIKI (https://sourceforge.net/p/kerimspdftools/wiki/5.4-modern/) === *NEW VERSION*: MODERN EDITION (5.4-modern) === Download:... -
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ArkDeployToolkit
WinPE deployment toolkit for deploying and capturing Windows images.
...ArkDeploy Toolkit is a free, open-source Windows deployment toolkit designed for IT professionals who prefer simple, transparent imaging workflows over large enterprise deployment platforms. Developed from real-world OEM Windows deployment experience, ArkDeploy Toolkit focuses on simple, repeatable imaging workflows built on standard Microsoft deployment technologies. -
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BadBlood
Flls Microsoft Active Directory Domain with a structure
...The project is driven by a single entry script (Invoke-BadBlood.ps1) and a collection of modular components that create OUs, seed users and groups, set ACLs, configure LAPS scenarios, and generate other attack/defense artifacts for lab use. Because it modifies a real AD forest, BadBlood requires high privileges (Domain Admin and Schema Admin) to run and the README warns strongly that it is not responsible for cleanup if used in production. -
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vulnerable-AD
Create a vulnerable active directory
...The project can create user objects with default or weak passwords, inject passwords into object descriptions, disable SMB signing, and manipulate ACLs to reproduce real-world privilege escalation and persistence scenarios. A convenience wrapper and examples make it straightforward to deploy in a local lab: you can install AD services, run the script on a domain controller, and generate hundreds of vulnerable accounts and conditions for testing. The repository emphasizes full coverage of the listed attack types and includes options to randomize which weakness -
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Ansible Examples
A few starter examples of ansible playbooks, to show features
This repository collects practical, real-world examples of using Ansible to automate infrastructure, deployments, and configurations. Each directory demonstrates a specific use case—ranging from setting up web servers, load balancers, and databases to orchestrating multi-tier applications in cloud environments. The examples highlight common Ansible practices such as organizing inventories, writing reusable playbooks, using roles, and handling variables and templates. -
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MultiPoolMiner
Multi-algo, multi-pool, multi-device controller
Monitors crypto mining pools and coins in real-time and finds the most profitable for your machine. Simply edit a batch file with your Bitcoin address or username and start mining. You will start earning even during benchmarking! MultiPoolMiner is more profitable than Nicehash Miner 2 and Nicehash Miner Legacy as it uses direct pool mining. With less than 0.7% minimum fee. It supports a great number of mining pools, such as CryptoNight, Ethash, Equihash, Groestl, Keccak, Lyra2RE2, Lyra2z, MyriadGroestl, NeoScrypt, Quark, Qubit, Scrypt, SHA256, Skein, X11, and Yescrypt. ... -
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Blazor
Build client web apps with C#
...Blazor is a feature of ASP.NET, the popular web development framework that extends the .NET developer platform with tools and libraries for building web apps. Blazor can run your client-side C# code directly in the browser, using WebAssembly. Because it's real .NET running on WebAssembly, you can re-use code and libraries from server-side parts of your application. Alternatively, Blazor can run your client logic on the server. Client UI events are sent back to the server using SignalR - a real-time messaging framework. Once execution completes, the required UI changes are sent to the client and merged into the DOM. ... -
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NemosMiner
Multi-algo profit-switching NVIDIA cryptocurrency miner
NemosMiner monitors mining pools in real-time in order to find the most profitable algorithm to mine on Nvidia cards. Created by Nemo/Minerx117, with help from MrPlusGH and grantemsley. Monitoring system written by grantemsley. Uses calculations based on 24hractual and currentestimate ahashpool prices to get more realistic estimate. Includes some trust index based on past 1hr currentestimate variation from 24hr.
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