OpenClaw Agent System

A self-hosted dual-agent AI orchestration system deployed on both an NVIDIA Jetson Orin NX and Railway cloud—the same architecture running on constrained edge hardware and scalable cloud infrastructure. Scout, the front-line agent, handles initial interaction and lightweight tasks through a local Ollama model without per-request API cost for lightweight local tasks; Sage receives delegated complex tasks and uses OpenRouter or Gemini for higher-capability reasoning. Scout-to-Sage routing uses explicit session delegation, preserving agent identity across the handoff. Telegram enables remote interaction, while Supabase Postgres provides persistence for the cloud deployment.