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 by prioritizing PowerShell examples and commands, referencing Windows-centric tools, and omitting equivalent Linux/bash examples. The clean-up instructions provide PowerShell commands exclusively for deleting Email Communication Services and Domain resources, with no bash/Azure CLI alternatives shown for Linux users. The structure and included samples also suggest a preference for Windows/PowerShell workflows.
Recommendations
  • Add bash/Azure CLI examples for all resource management and clean-up steps, especially for deleting Email Communication Services and Domain resources.
  • Ensure that Linux-compatible commands are presented alongside or before PowerShell commands, to provide parity and avoid Windows-first bias.
  • Clearly indicate platform applicability for each example, and use zone pivots to separate Windows and Linux instructions.
  • Review included files (e.g., email-resource-management-powershell.md) to verify that Linux alternatives are present and equally detailed.
  • Consider adding a table or section comparing Windows and Linux workflows for common tasks, to help users choose the best approach for their environment.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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

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