A new open-source tool, Mock Nvidia GPUs, lets Linux developers simulate NVIDIA GPU telemetry for monitoring software by intercepting NVML and nvidia-smi calls, without emulating CUDA or actual GPU ha…
A developer released gpu_retired_pages.py, a read-only Python script that uses NVML to dump retired GPU memory pages with retirement timestamps, a feature nvidia-smi lacks. The tool auto-detects times…
AI agents cannot see real-time GPU utilization, VRAM, temperatures, or active processes without a GPU-aware MCP server, creating an operational bottleneck for autonomous infrastructure operations. The…
A developer on Hacker News is asking how GPU power draw is measured at scale in self-hosted setups, sharing per-GPU data from NVML polling and questioning whether per-request attribution survives at r…
NVIDIA's ASUS Ascent GX10 edge AI system, powered by the GB10 SoC, lacks any supported software interface for CPU energy measurement, making process-level energy attribution impossible on the platform…
A developer has built an open-source agent that correlates NCCL AllReduce stalls with TCP retransmits on the same host, revealing network bottlenecks that GPU dashboards miss. The tool attaches uprobe…