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
missing_linux_example
windows_tools
Summary
The documentation page shows evidence of Windows bias. Troubleshooting steps and command-line references predominantly use PowerShell (e.g., Get-AzKeyVault) and do not provide equivalent Linux/bash/Azure CLI examples. The recovery instructions for deleted key vaults link to PowerShell tabs first, and there is no mention of Linux or cross-platform command-line usage except for a brief reference to Azure CLI for setting permissions. The documentation assumes use of the Azure portal and Windows-centric tooling, with no parity for Linux users or alternative command-line workflows.
Recommendations
  • Provide equivalent Azure CLI/bash examples for all PowerShell commands, especially for key vault recovery and URI retrieval.
  • Ensure troubleshooting steps include both PowerShell and Azure CLI instructions, with clear cross-platform guidance.
  • Where command-line tools are referenced, mention both Windows (PowerShell) and Linux/macOS (bash/Azure CLI) options, and avoid presenting Windows tools first unless justified.
  • Add a section or links for managing customer-managed keys using Azure CLI or REST API, suitable for Linux/macOS users.
  • Review all links to ensure they do not default to PowerShell tabs; offer CLI or bash tabs as alternatives.
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
2026-01-11 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