The remote model cannot be a llama-server that is simply left running: a
resident 7-14B holds 16GB against the CPT runs the card is for. So what
is always up on the workstation is a supervisor, and llama-server is
loaded while the card is free.
Still not a scheduler. It arbitrates nothing between callers, and Maven
never asks it to start anything.
483 is an umbrella and its children are the work, so what it owes them is
the shape they must all obey. docs/offload.md records it: the degradation
rule and where its line falls, admission control rather than a GPU
arbiter, the embedder staying on homesrv because it backs the classifier,
and the inventory of what runs a model on the box today.
CLAUDE.md gets a pointer, because an agent about to add a model caller or
touch a daemon seam needs to know this before it starts, not after.
claude