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 mild Windows bias, primarily in the sections describing how to create and manage Azure Key Vault resources. The instructions and links for creating a Key Vault and storing SSH keys reference PowerShell and Azure CLI, but the quick-create link is specifically for PowerShell. There are no explicit Linux shell (bash) examples or references, nor are there instructions for using Linux-native tools or workflows. The documentation does not provide parity for Linux users in terms of command-line examples or guidance, and the use of PowerShell is implicitly prioritized.
Recommendations
  • Add explicit bash/Linux shell examples for creating and managing Azure Key Vault resources, alongside PowerShell examples.
  • Provide links to Azure CLI documentation that demonstrate Linux-compatible workflows for storing SSH keys in Key Vault.
  • Ensure that references to PowerShell are balanced with equivalent Linux shell instructions, especially in quick-create scenarios.
  • Clarify that both Windows and Linux users can use Azure CLI, and provide sample commands for both environments.
  • Consider including a section or note on using Linux-native tools for SSH key management and Azure resource provisioning.
GitHub Create Pull Request

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