autolab-reporter

You can monitor active HF jobs and worker anomalies by launching the local Autolab Trackio reporter, which provides a centralized control-plane view to inspect real-time scores and fleet activity.

To detect duplicate launches and protect experiment integrity, use the Trackio reporter to inspect the experiment board and identify abnormal patterns or redundant job submissions across your fleet.

Yes, you need a local operator environment configured with Trackio integration and sync scripts to launch the reporter and review the live dashboard for your Autolab jobs.

Yes, you can summarize reporter activity and inspect scores in real time by running the reporter's sync and summary scripts to aggregate data from the Trackio experiment board.

Abnormal worker patterns on the Autolab experiment board may indicate duplicate launches or fleet anomalies; use the Trackio reporter to inspect active jobs and pinpoint the source of the irregularity.