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_first
missing_linux_example
windows_tools
Summary
The documentation demonstrates a strong Windows bias. All command-line examples are shown using PowerShell, with explicit references to Windows paths (e.g., C:\gpu-sharing\k8-gpusharing.yaml) and PowerShell-specific commands (e.g., Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS). There are no Linux or cross-platform shell examples, and Linux tools or workflows are not mentioned. The documentation assumes the user is operating from a Windows environment, both for local client commands and for device management.
Recommendations
  • Provide equivalent Linux/bash shell command examples alongside PowerShell commands for all kubectl and file path operations.
  • Document how to access the Azure Stack Edge device and run GPU management commands from a Linux client, including any required tools or SSH access.
  • Use generic or cross-platform file paths in examples (e.g., /home/user/gpu-sharing/k8-gpusharing.yaml and C:\gpu-sharing\k8-gpusharing.yaml) to illustrate parity.
  • Clarify whether device management commands (e.g., Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS) are available or have equivalents on Linux, or provide guidance for Linux users.
  • Explicitly state support for both Windows and Linux clients in the prerequisites, and link to OS-specific setup instructions if needed.
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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