They were read once, at agent start, and published unchanged since. Each sample now carries utilisation, memory and bandwidth in use, the SM clock and uncorrected ECC errors. The node page charts each card, the cluster page the fleet by class, Grafana has a GPU row, and three GPU alerts are added. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>