OpenClaw Agent System

A self-hosted dual-agent AI orchestration system deployed on both an NVIDIA Jetson Orin NX and Railway cloud — same architecture running on constrained edge hardware and scalable cloud infrastructure simultaneously. Scout, the front-line agent, handles initial interaction and lightweight tasks via a local Ollama model at zero cost; Sage receives delegated complex tasks and runs on OpenRouter/Gemini for high-quality reasoning. Scout-to-Sage routing uses explicit session delegation rather than sub-agent spawning, preserving agent identity across the handoff. Telegram integration enables remote interaction from anywhere; Supabase Postgres provides persistence on the cloud deployment. When the community was debating whether to run OpenClaw, this was already in production.