Fleet consists of dankserver (2x R9700) and dankclaw (Strix Halo + 3090). LLM units: frank-medium (Qwen3.8-27B, layer-split 35:30, 16GB cache), frank-large (Halogen, 14.4GB KV pool), and frank-small (Gemma4-12B vLLM). Deployment is Quadlet-based with a path-aware planning pipeline. Key technical constraints include RCCL atomic routing, Halogen memory pinning, and the OMP session persistence model.