Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias. GPU monitoring and management instructions are provided exclusively via PowerShell commands (Get-HcsNvidiaSmi), with no mention of Linux or bash equivalents. The workflow assumes users will connect to the device using Windows tools and interfaces, and does not provide examples or guidance for Linux/macOS users. The NVIDIA SMI tool is referenced, but only in the context of PowerShell usage, omitting standard Linux usage patterns.
Recommendations
  • Add Linux/bash command examples for GPU monitoring (e.g., using nvidia-smi directly in bash or SSH).
  • Clarify whether SSH access is supported and provide instructions for Linux/macOS users to connect and manage the device.
  • Present both Windows (PowerShell) and Linux (bash/terminal) workflows side-by-side for all management tasks.
  • Explicitly mention any platform limitations or requirements for device management interfaces.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets