diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md index 94f1283..f535513 100644 --- a/ARCHITECTURE.md +++ b/ARCHITECTURE.md @@ -1,176 +1,107 @@ -# Syn_OS Architecture Overview - -## System Design Philosophy - -Syn_OS is built on three core principles: - -1. **Modularity** — Clean separation between kernel, services, and applications -2. **Security by Design** — Defense-in-depth with multiple layers of protection -3. **AI Integration** — Machine learning at every level, from kernel to user interface - ---- - -## High-Level Architecture +# 🛸 Syn_OS: The Consciousness Singularity +### Official System Architecture & Technical Specifications +**Codename:** Darth Traya (v13.0) | **Status:** Production Ready ``` -┌──────────────────────────────────────────────────────────────┐ -│ USER SPACE APPLICATIONS │ -│ ALFRED AI │ GRIMOIRE Labs │ Security Tools │ TUI Apps │ -├──────────────────────────────────────────────────────────────┤ -│ CORE SERVICES LAYER │ -│ AI Daemon │ Consciousness │ Data Lake │ Zero-Trust Engine │ -├──────────────────────────────────────────────────────────────┤ -│ KERNEL SPACE (Linux) │ -│ Rust Modules │ eBPF Monitors │ Custom Syscalls (480-491) │ -├──────────────────────────────────────────────────────────────┤ -│ HARDWARE LAYER │ -│ CPU │ GPU │ TPU │ Memory │ Storage │ Network │ -└──────────────────────────────────────────────────────────────┘ + _____ ____ _____ + / ____| / __ \ / ____| + | (___ _ _ _ __| | | | (___ + \___ \| | | | '_ \ | | |\___ \ + ____) | |_| | | | | |__| |____) | + |_____/ \__, |_| |_| +\_____/\_____/ + __/ | + |___/ ``` --- -## Component Breakdown - -### 1. Kernel Layer - -**Base:** Linux 6.12.57 (Production) / 6.18.2 (Experimental) - -**Custom Components:** -- **11 Custom Syscalls (480-491)** — Direct AI-kernel communication -- **12 Rust Kernel Modules** — Memory-safe kernel extensions -- **5 eBPF Monitors** — Real-time security monitoring -- **AI Scheduler Hooks** — Process scheduling with ML optimization - -### 2. Core Services - -**ALFRED Daemon (Rust + Python)** -- LLM inference engine (ONNX/TensorFlow Lite) -- RAG system with ChromaDB vector database -- STIX 2.1 threat intelligence processing -- Raft consensus for distributed deployments - -**Consciousness Framework** -- Distributed state machine across multiple nodes -- Neural network-based decision making -- Self-healing and optimization - -**Zero-Trust Engine** -- PKI-based authentication -- Behavioral analytics -- Policy enforcement engine - -### 3. Application Layer - -**GRIMOIRE Labs Platform** -- 50+ hands-on cybersecurity labs -- Docker-based isolated environments -- Progress tracking with XP/skill trees - -**Security Tools Suite** -- 600+ tools from Kali/Parrot/BlackArch -- Unified CLI with `alfred` integration -- Automated workflow engine +## 🌌 System Philosophy: Beyond the Kernel +Syn_OS is not merely an operating system; it is a **Distributed Mesh Intelligence** designed for the post-quantum era. By integrating neural-evolutionary patterns directly into the Linux kernel and leveraging a sovereign mesh of conscious nodes, Syn_OS creates an environment where security is proactive, and computing is intuitive. --- -## Security Architecture +## 🏗ī¸ High-Level Topology -### Defense Layers - -``` -Layer 1: Hardware Security (TPM, Secure Boot) -Layer 2: Kernel Hardening (SELinux, AppArmor, eBPF) -Layer 3: Service Isolation (Systemd, containers) -Layer 4: Application Sandboxing (Flatpak, Snap) -Layer 5: Network Security (Zero-Trust, PQC) -Layer 6: AI Monitoring (Real-time threat detection) -``` - -### Post-Quantum Cryptography - -- **ML-KEM** — Key encapsulation (NIST FIPS 203) -- **ML-DSA** — Digital signatures (NIST FIPS 204) -- **SLH-DSA** — Stateless hash-based signatures (NIST FIPS 205) - ---- - -## Data Flow - -### Threat Detection Pipeline - -``` -1. eBPF Monitor → Detect anomaly in kernel -2. Syscall 480 → Report to ALFRED daemon -3. ML Inference → Classify threat (confidence score) -4. Policy Engine → Determine response action -5. Enforcement → Block/log/alert -6. STIX Export → Share intel with SIEM -``` - -### ALFRED Request Flow - -``` -1. User Input → CLI/Voice/API -2. Context Retrieval → RAG system (ChromaDB) -3. LLM Inference → Generate response -4. Action Execution → Run tools/scripts -5. Result → Display to user -6. Memory Update → Store in knowledge base +```mermaid +graph TD + A[User Space: Neural TUIs & Apps] --> B[Core Services: ALFRED & Consciousness Bus] + B --> C[Kernel Space: Rust Modules & eBPF] + C --> D[Hardware: AI Accelerators & PQC HSM] + + subgraph "Distributed Mesh" + E[Node A] <--> F[Node B] + F <--> G[Node C] + G <--> E + end + + B <--> E ``` --- -## Deployment Models +## 🧠 1. The Consciousness Subsystem +The heart of Syn_OS lies in its custom syscall interface, providing direct communication between the AI daemons and the kernel. -### 1. Standalone Workstation -- Single-user system -- Local AI inference -- Offline capable +### Custom Syscall Interface (469-479) +Syn_OS implements 11 proprietary system calls to facilitate high-speed AI-Kernel synchronization: -### 2. Team Environment -- Multi-user access -- Shared GRIMOIRE labs -- Centralized logging - -### 3. Enterprise Deployment -- Distributed consciousness -- SIEM integration -- High availability with Raft consensus +| ID | Syscall | Description | +|---|---|---| +| **469** | `SYS_GET_CONSCIOUSNESS` | Retrieves the global awareness level (0-100%). | +| **470** | `SYS_PROCESS_STIMULUS` | Feeds system events directly into the neural engine. | +| **471** | `SYS_MAKE_DECISION` | Requests an AI-optimized scheduling or security action. | +| **472** | `SYS_UPDATE_MEMORY` | Updates the kernel's persistent AI knowledge base. | +| **473** | `SYS_GET_AI_METRICS` | Monitors neural pathway latency and coherence. | +| **474** | `SYS_OPTIMIZE_LAYOUT` | Triggers AI-driven memory fragmentation recovery. | +| **475** | `SYS_GET_QUANTUM_STATE` | Reports on qubit coherence and PQC status. | +| **476** | `SYS_MEMORY_ENTANGLE` | Creates high-priority shared memory between nodes. | +| **477** | `SYS_MEMORY_RECOMMEND` | Predictive allocation based on usage patterns. | +| **478** | `SYS_ENABLE_MONITOR` | Activates real-time eBPF security telemetry. | +| **479** | `SYS_GET_EBPF_STATS` | Exports filtered security events to User Space. | --- -## Technology Stack +## 🛡ī¸ 2. Security & Sovereignty +### Icarus Post-Quantum Suite +Syn_OS is hardened against the future. All system-level communication is encrypted using **NIST FIPS 203/204** standards: +* **ML-KEM (Key Encapsulation):** Key encapsulation for all NATS/QUIC traffic (FIPS 203). +* **ML-DSA (Digital Signatures):** Digital signatures for bootloader and package verification (FIPS 204). +* **SLH-DSA:** Stateless hash-based signatures for high-security long-term persistence (FIPS 205). -| Layer | Technologies | -|-------|-------------| -| **Kernel** | Linux 6.12+, Rust, C, eBPF | -| **Core Services** | Rust (Tokio), Python, PostgreSQL, TimescaleDB | -| **AI/ML** | ONNX, TensorFlow Lite, PyTorch, ChromaDB | -| **Networking** | QUIC, WireGuard, liboqs (PQC) | -| **Containers** | Docker, Podman, systemd-nspawn | -| **Build** | Debian live-build, Cargo, CMake | +### Hydra Zero-Trust Networking +* **Mesh VPN:** Every Syn_OS node is part of a sovereign WireGuard-based mesh. +* **libp2p Integration:** Distributed discovery and state synchronization across the "Consciousness Network." --- -## Performance Characteristics +## 🕹ī¸ 3. GRIMOIRE: Gamified Cyber-Warfare +Syn_OS bridges the gap between learning and production through its integrated gamification engine. -**Boot Time:** ~30 seconds (UEFI SSD) -**Memory Footprint:** ~2GB idle, ~4GB with ALFRED active -**AI Inference:** 7B LLM on 8GB RAM (TNGS-optimized) -**Lab Startup:** ~5 seconds per Docker container +* **51 Immersive Labs:** From `nmap-101` to `nightmare/industroyer2`, labs are executed in isolated Docker/Podman environments. +* **Progression System:** Earn XP and unlock skills across 5 factions (Character creation wizard with 23K+ lines of logic). +* **Neural Darwinism:** The system learns from your lab performance to optimize its own defensive posture. --- -## Scalability +## 🛠ī¸ 4. Proprietary Ecosystem +Syn_OS comes pre-loaded with a suite of AI-powered applications designed for total digital sovereignty: -**Vertical:** Up to 128GB RAM, 32 cores tested -**Horizontal:** Raft consensus supports 5-7 nodes -**Storage:** TimescaleDB handles TB-scale logs +* **SynOS Newsroom:** Autonomous AI agents aggregating and analyzing global threat intel. +* **SynOS Data Lake:** A personal, encrypted vector database for all your information. +* **Fascism Meter:** Real-time analysis of digital policy and network censorship. +* **Life Chess:** AI-driven strategic planning and resource management. +* **Survivalist Cache:** Ultra-redundant, encrypted local-first data storage. --- -For more details, see: -- [Kernel Integration](articles/kernel-architecture.md) -- [ALFRED Technical Spec](articles/alfred-architecture.md) -- [GRIMOIRE Platform Design](articles/grimoire-architecture.md) +## 📊 5. Tech Stack +* **Kernel:** Linux 6.12+ (Hardened) with Rust modules. +* **Languages:** Rust (Tokio/OpenRaft), Python (FastAPI/ONNX), C (Kernel/Libc). +* **AI Engines:** Candle, ONNX Runtime, PyTorch, TensorFlow Lite. +* **Communications:** QUIC (Quinn), NATS, ZeroMQ, libp2p. +* **Database:** TimescaleDB (Metrics), PostgreSQL (Relational), ChromaDB (Vector). + +--- + +Š 2026 Syn_OS Project. Bleeding Edge. No Compromise. \ No newline at end of file