I fight for the
Users
“Shoot for the sky and land on the roof. Shoot for the stars and land on the moon.”
High-performance systems, optimized local machine learning models, and secure peer-to-peer compute networks. We build software that executes entirely on your own hardware, respects your privacy, and gives you absolute control.
The Barrer Ecosystem Suite
A decentralized network of sovereign applications engineered to local-first standards.
G4 Turbo Model Family 🦙
Highly optimized quants of Google's Gemma 4. Offers non-linear IQ4_XS formats engineered to achieve 51%+ faster inference speeds and over 50% storage footprint reduction on home CPUs. Supports full multimodal vision capabilities locally.
Ash Server 🖥️
A high-performance C# .NET 10 local orchestrator. Builds a bi-directional, reverse-tunneling P2P compute grid that pools idle hardware (NAS, home desktops, VPS) for distributed LLM inference without configuring port forwards. Integrated local vector store & RAG.
Pocket Ash 📱
Your offline mobile companion. Executes highly compressed G4 Turbo models directly on your mobile device utilizing LiteRT, or routes prompts securely back to your private home Ash Server grid via Tailscale or NetBird. Fully protected by biometrics.
Project Tron 🛡️
A cross-platform system monitoring and security daemon written in C# .NET 10. Implements online Welford anomaly algorithms to establish a baseline of normal operation, matches system threats to MITRE ATT&CK, and uses local LLMs to explain events.
The Barrer Software Manifesto
True computing power should belong to the individual. Read why we are committed to open-source sharing, local-first system sovereignty, and edge-device hardware democratization.
Read Our Manifesto →