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 a moderate Windows bias, primarily through its repeated use of PowerShell for Azure Key Vault setup and secret management, with no equivalent Linux shell (bash) or cross-platform CLI examples. References to creating a Key Vault and storing SSH keys consistently point to PowerShell-based instructions, and there is no mention of Linux-native tools or workflows for these tasks. This may hinder Linux users who prefer bash or other non-Windows environments.
Recommendations
  • Provide bash/Azure CLI examples alongside PowerShell for all Key Vault and SSH key management tasks.
  • Include explicit instructions or links for Linux users to create and manage Azure Key Vault resources using bash or the Azure CLI.
  • Avoid referencing only PowerShell in quick-start links; offer parity with bash/CLI documentation.
  • Clarify that all steps can be performed from Linux, macOS, or Windows, and highlight any platform-specific considerations.
  • Where possible, use cross-platform Azure CLI commands as the default, with PowerShell as an alternative.
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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