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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias, primarily through the exclusive use of PowerShell for device management and configuration examples, frequent references to Windows-specific tools (e.g., Az cmdlets, robocopy, Explorer, RDP), and a lack of Linux/macOS command equivalents or examples. Windows-centric instructions and terminology are presented first or exclusively, with minimal consideration for Linux workflows, especially in critical configuration and troubleshooting sections.
Recommendations
  • Provide equivalent Linux/macOS command examples for device management tasks (e.g., VLAN configuration, remote sessions, SQL connectivity).
  • Include instructions for using Bash/SSH where PowerShell is referenced, especially for remote management and automation.
  • Mention and demonstrate Linux-native tools (e.g., rsync, scp, curl) alongside Windows tools like robocopy and Explorer.
  • Clarify cross-platform compatibility for Az cmdlets and other management utilities.
  • Explicitly state when a feature or workaround is Windows-only, and offer Linux/macOS alternatives or workarounds 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased