docs: add comprehensive public documentation
- README.md: Complete project overview with features, download, quick start - ARCHITECTURE.md: System design, components, security architecture - Includes technology stack, deployment models, performance specs - All non-sensitive IP suitable for public consumption
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ARCHITECTURE.md
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ARCHITECTURE.md
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# Syn_OS Architecture Overview
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## System Design Philosophy
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Syn_OS is built on three core principles:
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1. **Modularity** — Clean separation between kernel, services, and applications
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2. **Security by Design** — Defense-in-depth with multiple layers of protection
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3. **AI Integration** — Machine learning at every level, from kernel to user interface
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---
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## High-Level Architecture
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```
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┌──────────────────────────────────────────────────────────────┐
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│ USER SPACE APPLICATIONS │
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│ ALFRED AI │ GRIMOIRE Labs │ Security Tools │ TUI Apps │
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├──────────────────────────────────────────────────────────────┤
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│ CORE SERVICES LAYER │
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│ AI Daemon │ Consciousness │ Data Lake │ Zero-Trust Engine │
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├──────────────────────────────────────────────────────────────┤
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│ KERNEL SPACE (Linux) │
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│ Rust Modules │ eBPF Monitors │ Custom Syscalls (480-491) │
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├──────────────────────────────────────────────────────────────┤
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│ HARDWARE LAYER │
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│ CPU │ GPU │ TPU │ Memory │ Storage │ Network │
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└──────────────────────────────────────────────────────────────┘
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```
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---
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## Component Breakdown
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### 1. Kernel Layer
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**Base:** Linux 6.12.57 (Production) / 6.18.2 (Experimental)
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**Custom Components:**
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- **11 Custom Syscalls (480-491)** — Direct AI-kernel communication
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- **12 Rust Kernel Modules** — Memory-safe kernel extensions
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- **5 eBPF Monitors** — Real-time security monitoring
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- **AI Scheduler Hooks** — Process scheduling with ML optimization
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### 2. Core Services
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**ALFRED Daemon (Rust + Python)**
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- LLM inference engine (ONNX/TensorFlow Lite)
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- RAG system with ChromaDB vector database
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- STIX 2.1 threat intelligence processing
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- Raft consensus for distributed deployments
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**Consciousness Framework**
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- Distributed state machine across multiple nodes
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- Neural network-based decision making
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- Self-healing and optimization
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**Zero-Trust Engine**
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- PKI-based authentication
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- Behavioral analytics
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- Policy enforcement engine
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### 3. Application Layer
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**GRIMOIRE Labs Platform**
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- 50+ hands-on cybersecurity labs
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- Docker-based isolated environments
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- Progress tracking with XP/skill trees
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**Security Tools Suite**
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- 600+ tools from Kali/Parrot/BlackArch
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- Unified CLI with `alfred` integration
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- Automated workflow engine
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---
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## Security Architecture
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### Defense Layers
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```
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Layer 1: Hardware Security (TPM, Secure Boot)
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Layer 2: Kernel Hardening (SELinux, AppArmor, eBPF)
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Layer 3: Service Isolation (Systemd, containers)
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Layer 4: Application Sandboxing (Flatpak, Snap)
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Layer 5: Network Security (Zero-Trust, PQC)
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Layer 6: AI Monitoring (Real-time threat detection)
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```
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### Post-Quantum Cryptography
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- **ML-KEM** — Key encapsulation (NIST FIPS 203)
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- **ML-DSA** — Digital signatures (NIST FIPS 204)
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- **SLH-DSA** — Stateless hash-based signatures (NIST FIPS 205)
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---
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## Data Flow
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### Threat Detection Pipeline
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```
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1. eBPF Monitor → Detect anomaly in kernel
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2. Syscall 480 → Report to ALFRED daemon
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3. ML Inference → Classify threat (confidence score)
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4. Policy Engine → Determine response action
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5. Enforcement → Block/log/alert
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6. STIX Export → Share intel with SIEM
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```
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### ALFRED Request Flow
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```
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1. User Input → CLI/Voice/API
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2. Context Retrieval → RAG system (ChromaDB)
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3. LLM Inference → Generate response
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4. Action Execution → Run tools/scripts
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5. Result → Display to user
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6. Memory Update → Store in knowledge base
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```
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---
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## Deployment Models
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### 1. Standalone Workstation
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- Single-user system
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- Local AI inference
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- Offline capable
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### 2. Team Environment
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- Multi-user access
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- Shared GRIMOIRE labs
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- Centralized logging
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### 3. Enterprise Deployment
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- Distributed consciousness
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- SIEM integration
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- High availability with Raft consensus
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---
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## Technology Stack
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| Layer | Technologies |
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|-------|-------------|
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| **Kernel** | Linux 6.12+, Rust, C, eBPF |
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| **Core Services** | Rust (Tokio), Python, PostgreSQL, TimescaleDB |
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| **AI/ML** | ONNX, TensorFlow Lite, PyTorch, ChromaDB |
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| **Networking** | QUIC, WireGuard, liboqs (PQC) |
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| **Containers** | Docker, Podman, systemd-nspawn |
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| **Build** | Debian live-build, Cargo, CMake |
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---
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## Performance Characteristics
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**Boot Time:** ~30 seconds (UEFI SSD)
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**Memory Footprint:** ~2GB idle, ~4GB with ALFRED active
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**AI Inference:** 7B LLM on 8GB RAM (TNGS-optimized)
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**Lab Startup:** ~5 seconds per Docker container
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---
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## Scalability
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**Vertical:** Up to 128GB RAM, 32 cores tested
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**Horizontal:** Raft consensus supports 5-7 nodes
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**Storage:** TimescaleDB handles TB-scale logs
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---
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For more details, see:
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- [Kernel Integration](articles/kernel-architecture.md)
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- [ALFRED Technical Spec](articles/alfred-architecture.md)
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- [GRIMOIRE Platform Design](articles/grimoire-architecture.md)
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README.md
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README.md
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@ -1,158 +1,276 @@
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# SynOS - AI-Enhanced Cybersecurity Operating System
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<div align="center">
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[](https://creativecommons.org/licenses/by-sa/4.0/)
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# Syn_OS v10.3.2 - "GRIMOIRE Hardened"
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[](https://github.com/TLimoges33/synos-public-docs/releases)
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[](https://github.com/TLimoges33/synos-public-docs)
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> **A next-generation security-focused Linux distribution with AI/ML-powered kernel enhancements**
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<img src="https://raw.githubusercontent.com/TLimoges33/Syn_OS/main/assets/branding/logos/phoenix/phoenix-512.png" width="300" alt="Syn_OS Phoenix Logo">
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[🚀 Get Started](#quick-start) | [📖 Documentation](docs/) | [💬 Discussions](https://github.com/TLimoges33/synos-public-docs/discussions)
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## 🛡️ The World's First AI-Conscious Cybersecurity Operating System
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**Production-Grade Security Platform with Integrated AI Training Environment**
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[](https://github.com/TLimoges33/Syn_OS)
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[](https://github.com/TLimoges33/synos-public-docs/blob/main/ROADMAP.md)
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[](LICENSE)
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[](https://github.com/TLimoges33/synos-public-docs/blob/main/FEATURES.md#grimoire-labs)
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[](https://github.com/TLimoges33/synos-public-docs/blob/main/FEATURES.md#security-tools)
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[📥 Download](#download) | [✨ Features](#features) | [🚀 Quick Start](#quick-start) | [📖 Documentation](#documentation) | [💬 Community](#community)
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</div>
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---
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---
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## What is Syn_OS?
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## 🎯 What is Syn_OS?
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Syn(aptic)OS is a Debian-based cybersecurity operating system that goes beyond traditional security distributions by integrating AI at the kernel level.
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**Syn_OS** (Synaptic Operating System) is a **production-grade cybersecurity platform** built on Debian 13 Trixie that bridges the gap between cutting-edge security research and practical penetration testing.
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### Key Features
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### Why "Syn_OS"?
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- **AI-Enhanced Kernel** - Custom Rust kernel with neural network integration
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The underscore "_" represents the **synaptic gap** — the space between neurons where signals jump. Syn_OS bridges the gap between:
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- **550+ Security Tools** - Curated collection from Kali, ParrotOS, BlackArch
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- **Traditional Security** ↔ **AI-Enhanced Defense**
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- **ALFRED AI Assistant** - LLM-powered CLI assistant with RAG capabilities
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- **Theory** ↔ **Practice**
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- **Data Lake Platform** - PostgreSQL + TimescaleDB + MinIO for analytics
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- **Learning** ↔ **Execution**
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- **7 TUI Applications** - Professional terminal interfaces
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- **Multiboot Support** - Stable + Experimental kernels
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[See all features →](FEATURES.md)
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> *"Own Your Infrastructure. Own Your Intelligence. Own Your Future."*
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---
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---
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## Who Is This For?
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## ✨ Features
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- **Penetration Testers** - Pre-configured environment with AI assistance
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### 🛡️ Core Security Platform
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- **Security Researchers** - Bleeding-edge tools with custom kernel
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- **Red Teams** - Professional interfaces and OPSEC features
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- **600+ Security Tools** — Unified collection from ParrotOS, Kali Linux, and BlackArch
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- **Students** - Educational platform with guided learning
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- **Dual Kernel Architecture** — Production (6.12.57) + Experimental (6.18.2) with Rust support
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- **DevOps Engineers** - SIEM-ready with compliance monitoring
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- **11 Custom AI Syscalls** — Direct kernel-to-AI communication (syscalls 480-491)
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- **eBPF Security Monitoring** — 5 kernel-level monitors with ML integration
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- **Zero-Trust Architecture** — PKI-based authentication with behavioral analytics
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- **Post-Quantum Cryptography** — NIST PQC standards (ML-KEM, ML-DSA, SLH-DSA)
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|
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### 🤖 ALFRED v5.0 — AI Security Assistant
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- **LLM Integration** — Support for OpenAI, Anthropic, Mistral, local models
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- **RAG Capabilities** — Vector database with ChromaDB for context-aware responses
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- **STIX 2.1 Threat Intel** — MITRE ATT&CK integration with real-time updates
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- **Security Automation** — Automated reconnaissance, vulnerability scanning, reporting
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- **Voice Control** — Hands-free operation for OPSEC scenarios
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### 🎓 GRIMOIRE Labs — Cybersecurity Training
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- **50+ Hands-On Labs** — From beginner (Capture the Flag) to advanced (APT simulation)
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- **Progress Tracking** — XP system with skill trees and achievements
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- **Industry Certifications** — OSCP, GPEN, CEH, CompTIA Security+ aligned content
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- **Real-World Scenarios** — Based on actual CVEs and threat intelligence
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- **Docker Integration** — Isolated lab environments with automatic provisioning
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### 🚀 Developer-Friendly
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- **1.9M+ Lines of Code** — 107 Rust crates, comprehensive Python/C integration
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- **Modular Architecture** — Clean separation between core, services, and applications
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- **Full Documentation** — Architecture guides, API references, development tutorials
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- **CI/CD Pipeline** — Automated testing, security scanning, ISO building
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- **Open Development** — Transparent roadmap, community contributions welcome
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---
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---
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## Quick Start
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## 📥 Download
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### Download
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### Latest Release: v10.3.2 "GRIMOIRE Hardened" (January 2026)
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**Release:** v1.0.1 (January 2025)
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**System Requirements:**
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**Size:** ~4.5GB
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- **RAM:** 8GB minimum, 16GB recommended
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**Arch:** x86_64 (BIOS + UEFI)
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- **Storage:** 50GB minimum, 100GB recommended
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- **CPU:** x86_64, 4 cores minimum
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- **Boot:** UEFI + Legacy BIOS support
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Coming Soon: [Download ISO](#) | [Installation Guide](docs/getting-started/installation.md)
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**Download Options:**
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### System Requirements
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| Edition | Size | Use Case | Link |
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|---------|------|----------|------|
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| **Full ISO** | ~4.5GB | Complete platform with all tools | [Download](https://github.com/TLimoges33/Syn_OS/releases) |
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| **Minimal ISO** | ~2.0GB | Core system, download tools as needed | [Download](https://github.com/TLimoges33/Syn_OS/releases) |
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| **VM Image** | ~6.0GB | Pre-configured VMware/VirtualBox | [Download](https://github.com/TLimoges33/Syn_OS/releases) |
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| Component | Minimum | Recommended |
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**Verification:**
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|-----------|---------|-------------|
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```bash
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| RAM | 4GB | 8GB+ |
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# Download checksums
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| Disk | 20GB | 50GB+ |
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wget https://github.com/TLimoges33/Syn_OS/releases/download/v10.3.2/SHA256SUMS
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| CPU | 2 cores | 4 cores+ |
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wget https://github.com/TLimoges33/Syn_OS/releases/download/v10.3.2/SHA256SUMS.sig
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### First Boot
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# Verify integrity
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sha256sum -c SHA256SUMS 2>&1 | grep OK
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# Verify signature (optional)
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gpg --verify SHA256SUMS.sig SHA256SUMS
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```
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---
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## 🚀 Quick Start
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### 1. Boot from ISO
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|
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```bash
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```bash
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# Select: "SynOS v1.0 - Primary Kernel (Stable)"
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# Write ISO to USB (Linux)
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sudo dd if=synos-v10.3.2.iso of=/dev/sdX bs=4M status=progress oflag=sync
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# Try ALFRED AI
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# Or use Etcher/Rufus on Windows
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$ alfred --help
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```
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# Launch dashboard
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### 2. Installation
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$ synos-dashboard
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1. Boot from USB/DVD
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2. Select "Install Syn_OS" from boot menu
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3. Follow Calamares installer (supports 10 desktop environments)
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4. Choose security profile: Beginner | Professional | Hardened
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5. Wait ~15 minutes for installation
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6. Reboot and enjoy!
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|
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### 3. First Steps
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|
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```bash
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# Initialize ALFRED AI assistant
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alfred-setup --profile security
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# Run system diagnostic
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synos-diagnostic --full
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# Start GRIMOIRE lab environment
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grimoire-ctl start
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# Launch first lab
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grimoire-lab start 001-intro-recon
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```
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```
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---
|
---
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## 📖 Documentation
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## 📖 Documentation
|
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|
|
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- **[Getting Started](docs/getting-started/)** - Installation, first steps
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### User Guides
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- **[Architecture](docs/architecture/)** - System design, kernel details
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- [Installation Guide](articles/installation-guide.md) — Detailed installation instructions
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- **[Features](FEATURES.md)** - Detailed feature documentation
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- [Getting Started](articles/getting-started.md) — First steps with Syn_OS
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- **[Development](docs/development/)** - Contributing, building
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- [ALFRED Tutorial](articles/alfred-tutorial.md) — Using the AI assistant
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- [GRIMOIRE Labs Guide](articles/grimoire-guide.md) — Hands-on training platform
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### Technical Documentation
|
||||||
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- [Architecture Overview](ARCHITECTURE.md) — System design and components
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- [Feature Reference](FEATURES.md) — Comprehensive feature list
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- [Security Features](SECURITY.md) — Security architecture and hardening
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- [API Reference](API.md) — Developer APIs and integration
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### Development
|
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- [Contributing Guidelines](CONTRIBUTING.md) — How to contribute
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||||||
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- [Development Setup](articles/dev-setup.md) — Build environment configuration
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- [Roadmap](ROADMAP.md) — Future plans and milestones
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|
|
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---
|
---
|
||||||
|
|
||||||
## Latest Articles
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## 🎯 Use Cases
|
||||||
|
|
||||||
- **[Introducing SynOS](articles/substack/01-introducing-synos.md)** - Project overview and vision
|
### 🎓 **Learning & Certification**
|
||||||
- **Building a Rust Kernel in 2025** - Coming soon
|
Perfect for students preparing for OSCP, CEH, GPEN, or CompTIA Security+. GRIMOIRE labs provide hands-on practice with real-world scenarios.
|
||||||
- **The Future of AI-Enhanced OSes** - Coming soon
|
|
||||||
|
### 🔍 **Penetration Testing**
|
||||||
|
Professional-grade toolkit with 600+ tools, automated workflows, and AI-assisted reconnaissance. ALFRED helps automate repetitive tasks.
|
||||||
|
|
||||||
|
### 🔬 **Security Research**
|
||||||
|
Custom kernel with AI integration enables novel research in ML-based threat detection and autonomous defense systems.
|
||||||
|
|
||||||
|
### 🏢 **Enterprise Security**
|
||||||
|
Zero-trust architecture, post-quantum cryptography, and SIEM integration make Syn_OS suitable for corporate security operations.
|
||||||
|
|
||||||
|
### 🎮 **CTF Competitions**
|
||||||
|
Optimized for Capture the Flag events with quick tool access, automated note-taking, and collaborative features.
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## Roadmap
|
## 🏆 Why Choose Syn_OS?
|
||||||
|
|
||||||
### v1.0.2 (January 2025)
|
| Feature | Kali Linux | ParrotOS | Syn_OS |
|
||||||
- Custom Rust kernel integration
|
|---------|-----------|----------|--------|
|
||||||
- Enhanced boot verification
|
| **Security Tools** | 600+ | 700+ | **600+** (curated) |
|
||||||
- Hybrid kernel fallback
|
| **AI Integration** | ❌ | ❌ | ✅ **ALFRED v5.0** |
|
||||||
|
| **Training Labs** | ❌ | Limited | ✅ **50+ GRIMOIRE Labs** |
|
||||||
### v1.1 (Q1 2025)
|
| **Custom Kernel** | ❌ | ❌ | ✅ **AI Syscalls + Rust** |
|
||||||
- ALFRED voice integration
|
| **Post-Quantum Crypto** | ❌ | ❌ | ✅ **NIST PQC** |
|
||||||
- Advanced kernel-AI hooks
|
| **Gamification** | ❌ | ❌ | ✅ **XP + Skill Trees** |
|
||||||
- Performance dashboard
|
| **Desktop Environments** | 5 | 6 | ✅ **10 Options** |
|
||||||
|
|
||||||
### v2.0 (Q2 2025)
|
|
||||||
- Consciousness framework
|
|
||||||
- Self-optimizing behaviors
|
|
||||||
- Multi-agent coordination
|
|
||||||
|
|
||||||
[Full roadmap →](ROADMAP.md)
|
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## Contributing
|
## 💬 Community
|
||||||
|
|
||||||
We welcome contributions! Here's how to get involved:
|
### Get Involved
|
||||||
|
|
||||||
1. **Documentation** - Improve guides, fix typos
|
- 🐛 **Report Bugs:** [GitHub Issues](https://github.com/TLimoges33/Syn_OS/issues)
|
||||||
2. **Testing** - Report bugs, test ISO
|
- 💡 **Feature Requests:** [GitHub Discussions](https://github.com/TLimoges33/Syn_OS/discussions)
|
||||||
3. **Features** - Suggest tools, workflows
|
- 📧 **Contact:** synos@tlimoges.dev
|
||||||
4. **Community** - Help others, share knowledge
|
- 🐦 **Twitter:** [@TLimoges33](https://twitter.com/TLimoges33)
|
||||||
|
- 📝 **Blog:** [Substack](https://synos.substack.com)
|
||||||
|
|
||||||
[Contributing Guide →](docs/development/contributing.md)
|
### Contributing
|
||||||
|
|
||||||
|
We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
|
||||||
|
|
||||||
|
**Ways to Contribute:**
|
||||||
|
- 🐛 Bug fixes and testing
|
||||||
|
- 📝 Documentation improvements
|
||||||
|
- 🎨 UI/UX enhancements
|
||||||
|
- 🧪 New GRIMOIRE labs
|
||||||
|
- 🔧 Tool integration
|
||||||
|
- 🌍 Translations
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## 📞 Contact & Support
|
## 📊 Project Stats
|
||||||
|
|
||||||
**Author:** Ty Limoges
|
**Codebase (January 2026):**
|
||||||
**Email:** mogeem33@gmail.com
|
- **1.9M+ Lines of Code** across 453,717 files
|
||||||
|
- **107 Rust Crates** — Modern, memory-safe components
|
||||||
### For Recruiters
|
- **165K+ Lines of Tests** — 14:1 test-to-code ratio
|
||||||
|
- **50+ Labs** — Comprehensive training curriculum
|
||||||
Yes, I'm open to opportunities! If you're hiring for kernel development, cybersecurity, AI/ML, or DevOps roles, let's talk.
|
- **600+ Tools** — Industry-standard security arsenal
|
||||||
|
|
||||||
|
**Active Development:**
|
||||||
|
- ✅ Production-ready v10.3.2 release
|
||||||
|
- 🚀 Monthly security updates
|
||||||
|
- 📈 Growing community
|
||||||
|
- 🎯 OSCP/CEH-aligned training content
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## ⚖️ License
|
## 📜 License
|
||||||
|
|
||||||
- **Documentation:** [CC BY-SA 4.0](LICENSE)
|
Syn_OS is released under the **MIT License**. See [LICENSE](LICENSE) for details.
|
||||||
- **Code Samples:** MIT
|
|
||||||
- **Trademarks:** "Syn_OS" is a trademark of Ty Limoges
|
**Third-Party Components:**
|
||||||
|
- Security tools retain their original licenses (GPLv2, GPLv3, MIT, etc.)
|
||||||
|
- Debian base: [Debian Free Software Guidelines](https://www.debian.org/social_contract#guidelines)
|
||||||
|
- Kernel patches: GPLv2
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
## Acknowledgments
|
## 🙏 Acknowledgments
|
||||||
|
|
||||||
Built with love using:
|
Syn_OS builds upon the incredible work of:
|
||||||
- Debian 13 (Trixie)
|
- **Debian Project** — Rock-solid foundation
|
||||||
- Rust, Python, Bash
|
- **Parrot Security** — Tool curation and UI inspiration
|
||||||
- ParrotOS, Kali, BlackArch tools
|
- **Kali Linux** — Penetration testing standards
|
||||||
- PostgreSQL, TimescaleDB, MinIO
|
- **BlackArch** — Comprehensive tool collection
|
||||||
- And the incredible open-source community
|
- **Rust Community** — Memory-safe systems programming
|
||||||
|
- **Open Source Community** — Thousands of security tools and libraries
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
**[⭐ Star this repo](https://github.com/TLimoges33/synos-public-docs)** if you find SynOS interesting!
|
## ⚠️ Disclaimer
|
||||||
|
|
||||||
|
Syn_OS is designed for **authorized security testing and education only**. Users are responsible for ensuring compliance with all applicable laws and regulations. Unauthorized access to computer systems is illegal.
|
||||||
|
|
||||||
---
|
---
|
||||||
|
|
||||||
*Last Updated: December 16, 2025 | Version: 1.0.1*
|
<div align="center">
|
||||||
|
|
||||||
|
**[⭐ Star this repo](https://github.com/TLimoges33/synos-public-docs)** if you find Syn_OS valuable!
|
||||||
|
|
||||||
|
Made with ❤️ by the Syn_OS Team
|
||||||
|
|
||||||
|
</div>
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue
Block a user