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Inventory

Captured at enrollment:
  • Driver and CUDA versions
  • Every GPU’s UUID — the identity anchor for hardware-change detection
  • VRAM and MIG mode
  • The interconnect topology matrix

Per-GPU live charts

Utilization, VRAM, temperature, and power — plus ECC single/double-bit and Xid lifetime counters.
ECC and Xid counters are the numbers that tell you whether the silicon is healthy. They are lifetime counters, so what matters is the rate of change against a known-good baseline, not the absolute value on a card that has been running for a year.

Conditions

Agent-reported health checks with reasons:
  • NVML availability
  • Clock skew
  • Buffer pressure

Log viewer

Search by time range, level, source, or free text. Follow mode tails live. Xid and NVRM lines are highlighted.

Hardware changes

Because identity is the UUID rather than a slot index, a card moved between slots is not reported as a swap, and a card silently replaced with a different one cannot pass as the original.