Operator: the status tiles (state/active/processed) and the Start/Stop buttons
freeze while the GPU meters stay live. Root cause: /status made an INLINE
blocking curator call (queue_status) on every poll, and with curator buried
under a 112k-job backlog that call stalled — freezing the whole status refresh
(the GPU bars survived because /gpu is a lock-free local read). Made worse by the
old util-band autoscaler, which grew workers toward the 32 cap forever because
util plateaus ~50% on this IO-bound load and never hit the 70 grow threshold —
piling load onto curator and the agent process.
- /status is now a pure in-memory read: worker.status() is lock-free, and the
curator queue snapshot is refreshed by a background poller (never inline).
- Autoscaler replaced with a smoothed, throughput-aware climb that SETTLES:
samples util every 2s and EWMA-smooths it (raw util swings 0↔99), then every
~24s grows by one only while each grow keeps lifting smoothed jobs/s; when a
grow stops helping it backs off one and holds, re-probing occasionally. No
runaway, no flopping.
- GPU util bar now shows a smoothed value: the agent's own EWMA (util_smooth,
exposed on /gpu) when running, else smoothed client-side — so it glides
instead of bouncing 0↔99.
- act() aborts a slow Start/Stop POST after 8s so the buttons can't stick; the
now-always-fast /status refresh recovers state regardless.
- Log pane: bound the page to the viewport (height:100vh) so the Logs card
scrolls INTERNALLY instead of overflowing off-screen; cap the ring buffer at
400 lines.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
- Page fills the viewport horizontally (drop the 780px cap).
- Copy button on the Logs card → copies the console (clipboard API on localhost,
textarea-execCommand fallback), with a brief "Copied" confirmation.
- Silence httpx/httpcore/huggingface_hub/urllib3/filelock/uvicorn.access/
ultralytics to WARNING so the console shows agent activity (detector loads,
job errors, autoscale moves) instead of per-request HF-download spam.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
- logbuf.py: bounded in-memory log ring buffer + a logging.Handler on the root
logger; GET /logs serves it; the control page polls it into a console pane —
so runs are monitorable without `docker logs`. worker now logs autoscale moves
(one line per change, with jobs/s + util + VRAM) and job failures (job + image
+ reason); detectors already log load/disable.
- Restyled the whole control page: a proper dark layout with a header + live
connection pill, cards (Control / Status / Logs), a styled Auto switch +
worker stepper, status tiles, separate GPU-util and VRAM meters, and the log
console. No longer feels like an afterthought; all the existing control hooks
are preserved.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
bvandeusen