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 exhibits a Windows bias by referencing Windows PowerShell commands (Get-AzRole) as the only CLI example for checking role status, listing PowerShell and Visual Studio as deployment options before mentioning ARM templates, and omitting equivalent Linux CLI examples (such as Azure CLI or Bash). There is no mention of Linux-native tools or cross-platform command-line instructions, and the only command-line example provided is PowerShell-specific.
Recommendations
  • Add Azure CLI (az) examples for checking role status and swapping deployments, alongside PowerShell examples.
  • Explicitly mention Linux and macOS compatibility for command-line operations.
  • Reorder deployment options to present cross-platform tools (Azure CLI, ARM templates) before Windows-specific tools (PowerShell, Visual Studio).
  • Include Bash script examples where appropriate.
  • Clarify that all operations can be performed from Linux, macOS, and Windows environments, not just Windows.
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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
2026-01-12 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets