Tier-3 edge inference on the Jetson TX2 (192.168.1.53). Llama-3.2 runs locally and answers ours-first; xAI Grok cross-checks anything clinical and acts as the low-confidence fallback. Every response is logged so our model learns. Redis caches the chitchat. Nothing leaves the network unless we send it.