Viktor's direction (2026-06-12): the emulator is dev-only, so it should
be on-demand, and it should use the T4 where applicable. (1) api36-v5
runs '-gpu host' on the GPU node (nodeSelector + time-slice + EGL libs;
automatic swiftshader fallback if GPU init dies) — screen-on rendering
moves off the CPU (~5 cores → expected 1-2). (2) The wake gate (stdlib
python, owns / on both hostnames) scales the deployment 0→1 on visit and
hands the browser to noVNC when ready; agents GET /wake + /status. The
idle-sleeper CronJob counts established adb/noVNC connections via
/proc/net/tcp (excluding the in-container loopback adb client) and scales
to zero after 4 idle checks (~1h). TF ignores replicas drift. VRAM cost
(~0.5-1GiB) is held only while awake, protecting llama-swap headroom.
Viktor is setting up an Android app development pipeline (tripit is the
first app) and wants agents to natively test changes on Android before
shipping. This adds the testing environment: an API-36 Google emulator
under KVM as a privileged pod (namespace joins the Kyverno exclude list),
SDK/system-image/AVD on a proxmox-lvm PVC, adb on the shared MetalLB IP
10.0.20.200:5555 (LAN only), noVNC screen view at
android-emulator.viktorbarzin.lan. Image is built manually from the
stack's docker/ dir (rare rebuilds; off-infra-CI rule targets repeated
builds). First infra ADR records the trade-offs (devvm/VM/redroid/budtmo
rejected).
