I built a self-hosted PC automation system with local LLaMA — it verifies actions actually worked

The problem I wanted to solve Every automation tool I tried had the same issue: fire and forget. It sends the command and hopes for the best. I wanted something that verifies the action actually worked. So I built Blue Arrow — a modular PC automation system that runs entirely local, no cloud, no subscriptions. How it works You send a command via Telegram: "open Chrome" / "search report.pdf" / "write a letter in LibreOffice" The system processes it through a state machine: IDLE → INTENT → PLANNIN