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 exhibits Windows bias primarily in its references to PowerShell for Azure Key Vault setup and secret management. The instructions for creating a Key Vault and storing SSH keys link to PowerShell-based guides and mention PowerShell and Azure CLI as preferred methods, with no explicit Linux shell (bash) or cross-platform CLI examples. There are no Linux-specific command-line examples or guidance, and Windows-centric tooling is referenced before or instead of Linux alternatives.
Recommendations
  • Provide explicit bash/Azure CLI examples for creating a Key Vault and storing SSH keys, alongside PowerShell instructions.
  • Link to cross-platform or Linux-specific documentation for Azure Key Vault setup, not just PowerShell guides.
  • Clarify that Azure CLI works on Linux, macOS, and Windows, and provide sample commands for each platform where relevant.
  • Avoid language that implies PowerShell is the default or preferred method; present both PowerShell and bash/CLI options equally.
  • Include troubleshooting or workflow notes for Linux users, such as file permissions and SSH key formatting.
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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