MachinaOS is a local-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution on your machine.
MachinaOS sits above your existing OS and acts like an intent-native shell: planner, policy engine, and executor working together. It can be deployed on vps too.
It exists in 2 forms:
-Desktop Shell: Tauri 2 integration with Rust backend lifecycle manager, system tray, auto-updater, embedded Python distribution.
or Web App in Python
Shopfloor Copilot is an AI-enhanced Manufacturing Execution System
(MES) designed to modernize industrial monitoring through intelligent
decision support and real-time data analysis.
Shopfloor Copilot is a personal R&D project exploring AI-powered MES concepts: OEE monitoring, OPC UA connectivity, predictive maintenance, and local AI inference. Technology demonstrator — not yet available for production use.
The daily radar on models, frameworks, and hardware for running AI locally. LLM, LangChain, Chroma, mini-PCs, and everything you need for an in-house distributed brain
