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 primarily referencing Windows-centric tools and workflows. PowerShell is mentioned explicitly as a scripting option, and the Azure portal (a GUI often used on Windows) is the only interface shown in screenshots. There are no examples or instructions for using Linux-native tools (such as Azure CLI or Bash scripts), nor are Linux workflows or screenshots provided. The order of tool mentions (portal, SDK, PowerShell, REST API) also places Windows tools before cross-platform or Linux-friendly alternatives.
Recommendations
  • Add explicit examples using Azure CLI and Bash scripts for credential management, alongside PowerShell.
  • Include screenshots or instructions for using the Azure portal on Linux or via browser, clarifying platform neutrality.
  • Reorder tool mentions to highlight cross-platform options (e.g., Azure CLI, REST API) before Windows-specific tools like PowerShell.
  • Provide parity in scripting examples, ensuring both PowerShell and Bash/CLI are covered for all major actions.
  • Note any platform-specific limitations or differences, if applicable, to help users on Linux.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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