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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation is heavily focused on the Azure portal (GUI), which is platform-agnostic, but command-line troubleshooting and references are almost exclusively Windows/PowerShell-centric. For example, error resolutions reference PowerShell cmdlets (Get-AzKeyVault) and provide links to PowerShell-based recovery guides before mentioning CLI alternatives. There is minimal mention of Azure CLI, and no Linux/macOS-specific instructions or examples are provided. This creates friction for users on Linux/macOS who prefer or require command-line solutions.
Recommendations
  • Include Azure CLI examples alongside PowerShell for all command-line instructions, especially in troubleshooting sections.
  • Reference Linux/macOS command-line tools and workflows where applicable.
  • Ensure links to recovery or management guides include both PowerShell and Azure CLI tabs, and mention this in the documentation.
  • Add a note clarifying that all portal instructions are cross-platform, but command-line alternatives exist for Linux/macOS users.
  • Provide parity in error resolution steps by listing Azure CLI commands before or alongside PowerShell commands.
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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