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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing PowerShell for device interaction, specifically instructing users to connect via PowerShell and use the Get-HcsNvidiaSmi command. There are no Linux shell (bash) equivalents or examples provided, nor is there mention of accessing the device via SSH or using standard Linux tools. The documentation assumes a Windows-centric workflow and omits guidance for Linux users.
Recommendations
  • Provide equivalent Linux shell (bash) commands for monitoring GPU usage, such as using 'nvidia-smi' directly in a Linux terminal.
  • Include instructions for connecting to the device via SSH, not just PowerShell.
  • Mention and demonstrate Linux-native tools and workflows alongside Windows/PowerShell examples.
  • Ensure that examples and instructions are presented for both Windows and Linux users, or clarify platform requirements where parity is not 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