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System Software

SYSTEM CORE

Low-level architecture and native software. Custom GPU frameworks, AI-powered business tools, and network infrastructure — built where others don't dare.

GPU Framework · C++ / Vulkan

TAGOSUI

IN DEV
Vulkan · Metal · DirectX 12 · C++17

A proprietary UI rendering framework built from scratch. Zero-copy GPU architecture targeting Vulkan, Metal, and DirectX 12 simultaneously across all platforms.

17-article Constitution governs the architecture: no CPU pixel reads, no memcpy, everything on GPU. CommandList, GHI (Graphics Hardware Interface), layout shaping via SDF math in shaders. A 'Node' is a bundle of GPU attributes — no OOP inheritance, no bloat. The roadmap targets Windows, macOS, Android, iOS, and Web from a single codebase.

C++17VulkanMetalDirectX 12GLFWCMakeSSBOSDF Shaders
6
Platforms
17
GPU Laws
0
Copy Ops
GitHub
// Tagos Labs · USA · 2026
// THE TAGOSUI CONSTITUTION
ARTICLE I: CPU IS FORBIDDEN FOR PIXELS
ARTICLE II: CAMERA NEVER LEAVES GPU
ARTICLE III: MULTI-GPU PLATFORM
ARTICLE VII: ZERO-COPY OR NOTHING
ARTICLE VIII: ONE FRAME = ONE SUBMIT
ARTICLE XII: NO EXTERNAL BLOAT
ARTICLE XV: UNIFIED NODE PHILOSOPHY
ARTICLE XVI: MATH-FIRST RENDERING
ARTICLE XVII: STATE LIVES ON GPU

AI Lead Intelligence · Cross-Platform Desktop

LEADGATHER

BETA
Go · C# · Groq AI · Windows / Linux

AI-powered lead generation tool with 98%+ accuracy. Three-stage verification pipeline using Groq AI to filter high-intent buyers from social platforms in real-time.

Native Interop Architecture: A shared Go core (compiled as libcore.so for Linux and core.dll for Windows) handles high-concurrency scraping and AI analysis. A unified C# + Avalonia UI provides a premium, portable desktop experience across both systems. Features a multi-stage 'Deep Sniper' pipeline with Groq AI and 'Iron Man' hardening for 24/7 stability and fatal race protection.

GoC#Avalonia.NET 8SQLiteGroq AIP/InvokeMinGW / CGO
98%+
Accuracy
x-Platform
Arch
Win/Linux
OS
Download BetaDocs
// Tagos Labs · USA · 2026
Deep Sniper Active
GOLDHigh-intent buyer · FB Group99
GOLDImmediate need expressed · Reddit97
VERIFStage 2 metadata probe...82
FILTERStage 1 analysis...--
GROQ AI · 3-stage verification pipeline

Neural Interface · Desktop OS Coordinator

TAGOS ORACLE

LIVE
Rust · Tauri v2 · Sherpa-ONNX · Gemini Pro

Proprietary AI command center for real-time operation. Bridges human intent with system-level execution using high-speed neural intercepts.

Native Runtime Architecture: Built on Tauri v2 with a high-performance Rust core. Features a real-time speech-to-text pipeline via Sherpa-ONNX, capturing system-level audio through virtual ALSA/PulseAudio sinks. The intelligence is powered by Gemini 1.5 Flash, deeply integrated with the 'Biography Monolith' — a recursive long-term memory system that stores the architect's evolution and survival strategy.

RustTauri v2ReactTypeScriptSherpa-ONNXGemini 1.5 FlashALSA / PulseFramer Motion
<100ms
Latency
Monolith
Memory
Rust
Core
Encrypted Access
// Tagos Labs · USA · 2026
Neural Intercept Active
L-CLEARANCE 5
"I am not a victim. I am a systems architect. Rebuilding the alternator in 120F was just the beginning..."
Analyzing context...
[TRACE]: Link established to 2024_TEXAS_HEAT.log
[ACTION]: Strategy optimization for lead intelligence.
Gemini 1.5 Flash Core● STT ACTIVE
System Software · Tagos Labs 2026
Hardware Game Dev