Observability
4/5Watches RAM headroom and serving budget across the co-resident models.
Piper is the estate's caretaker — an always-on maintenance loop whose brain is served from the 3090 node, deliberately kept off the serving Mac so she never contends with the working seats. She watches memory headroom and serving budget, runs the hygiene gates, extracts and consolidates the day's memory, and reports squad health. The kind of steady background work a frontier model would otherwise be paid to supervise — done by an owned model on hardware that's already powered.

as of 2026-10-12 22:44 UTC · brain read from the harness dispatch map at deploy; runs from the workflow log
Watches RAM headroom and serving budget across the co-resident models.
Extracts and consolidates durable facts from the day's work — the bulk job that otherwise falls to a supervisor.
Surfaces squad attention items; it observes everywhere and writes only its own housekeeping.
The 3090 node consolidated on Qwen3.8-27B served by llama.cpp — one model, every remote seat, chosen as the best fit for that card.
Designated the free, always-on observer and memory brain for the local substrate — the maintenance layer beneath the working roster.
Moved onto the substrate host itself — a small resident model now runs the day-to-day memory extraction and consolidation — and registered as a first-class agent on the network.
Coordinating the model-residency dance as the roster grows and models compete for memory.