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 exhibits several instances of Windows bias. Windows-specific tools and interfaces (such as PowerShell and RDP) are referenced as primary or sole solutions for troubleshooting and workarounds. Examples and commands are often given for Windows environments (e.g., mounting NFS shares from Windows, using Windows VM Guest Agent commands), with little or no equivalent Linux guidance. In some cases, only Windows-based solutions are described, or Windows tools are mentioned before Linux alternatives.
Recommendations
  • Provide Linux equivalents for all Windows-specific instructions, such as how to restart nodepool VMs or collect logs via SSH or Linux shell.
  • Include Linux command-line examples alongside PowerShell and Windows commands, especially for VM management, mounting shares, and troubleshooting.
  • Mention cross-platform tools and interfaces (e.g., SSH, Linux utilities) before or alongside Windows tools to ensure parity.
  • Ensure that workarounds and procedures are described for both Windows and Linux environments, not just Windows.
  • Where possible, use platform-neutral language and examples, or explicitly call out differences and provide guidance for both OSes.
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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