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 page demonstrates a strong Windows bias. All command-line examples are shown in PowerShell, with Windows-style paths and prompts (e.g., PS C:\WINDOWS\system32>). The instructions for connecting to the device and running GPU-related commands use Windows-specific tools (Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS) and PowerShell interfaces, with no mention of Linux equivalents or how to perform these actions from a Linux client. There are no Linux shell examples, and the workflow assumes a Windows environment throughout.
Recommendations
  • Provide equivalent Linux shell (bash) command examples alongside PowerShell commands, including Linux-style paths and prompts.
  • Document how to connect to the Azure Stack Edge device from a Linux client, including any required tools or authentication steps.
  • Clarify whether device management commands (e.g., Get-HcsGpuNvidiaSmi, Start-HcsGpuMPS) are available or have equivalents on Linux, and if not, state this explicitly.
  • Update prerequisites to include instructions for Linux clients, specifying supported distributions and required versions.
  • Ensure all workflow steps (kubectl usage, file paths, log inspection, deployment deletion) are shown for both Windows and Linux environments.
  • If certain features are Windows-only, clearly indicate this and provide alternative guidance for Linux users where possible.
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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