I fight for the Users
High-performance systems, optimized local models, and secure distributed networks. We build software that runs entirely on your own hardware, respects your privacy, and gives you absolute control.
The Barrer Software Suite
G4 Turbo Model Family
Highly optimized quantizations of Google's Gemma 4 models. Featuring 51% faster inference and up to 57% size reduction on consumer CPUs. Built for local, multimodal power (with full vision and audio support) and edge-device efficiency.
Ash Server
A high-performance C# .NET 10 local backend. Features a bi-directional, reverse-tunneling P2P compute grid that lets you pool local hardware (like a NAS, VPS, and desktop) to share LLM inference load without port forwarding. Includes local SQLite vector RAG and tool calling.
Pocket Ash
Your offline mobile companion. Runs optimized G4 Turbo models directly on your Android or iOS device using LiteRT (TensorFlow Lite), or connects securely to your private home Ash Server grid via Tailscale. Locked and encrypted with biometric security.
Project Tron
A cross-platform system monitoring and security daemon built in C# .NET 10. Learns normal system behavior using online Welford anomaly detection, maps threats to MITRE ATT&CK techniques, and leverages local LLMs to analyze and explain security events in plain English.
Democratized & Private Compute
We believe that true AI agency and system security shouldn't belong exclusively to cloud conglomerates. Our mission is to prove that high-performance, autonomous, and secure systems can run beautifully on the hardware you already own.
"No cloud dependencies. No tracking. Just raw, optimized software."