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
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by referencing PowerShell-specific recovery commands (e.g., 'Undo Key vault key removal' via the Az.KeyVault PowerShell module) and omitting equivalent CLI or Linux-native instructions. There are no examples or guidance for Linux users, and all command-line references are implicitly Windows-centric.
Recommendations
  • Provide equivalent Azure CLI commands for all PowerShell examples, especially for key recovery and management tasks.
  • Explicitly mention that recovery steps can be performed on Linux/macOS using Azure CLI, and provide those instructions.
  • Where PowerShell modules are referenced, add parallel instructions for Bash/Azure CLI environments.
  • Review all troubleshooting steps to ensure parity for users on non-Windows platforms, and include screenshots or terminal output from Linux where appropriate.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean