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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias by exclusively referencing Azure PowerShell cmdlets for role management, without mentioning or providing examples for equivalent Linux/macOS command-line tools (such as Azure CLI). All command-line usage is shown via PowerShell, and there are no Bash, shell, or cross-platform CLI examples. This may create friction for Linux/macOS users who do not use PowerShell.
Recommendations
  • Add Azure CLI examples for all cmdlet operations (Get, New, Set, Remove) alongside PowerShell examples.
  • Explicitly state cross-platform options for role management, clarifying which tools are available on Linux/macOS.
  • Where possible, provide Bash or shell script samples for API calls, using curl or similar tools.
  • Indicate whether PowerShell cmdlets can be used on Linux/macOS, and provide installation guidance if so.
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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