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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing extensive PowerShell examples and referencing PowerShell-specific modules and tools (e.g., Azure PowerShell, PowerShell Gallery). Automation and migration steps are described primarily using PowerShell, with prerequisites and installation instructions focused on Windows tooling. There are no Linux-specific shell (bash) or cross-platform scripting examples, and the PowerShell approach is presented before or in greater detail than Azure CLI alternatives. Linux users are not given parity in automation guidance or tool recommendations.
Recommendations
  • Add bash and/or cross-platform scripting examples for all migration steps, especially automation.
  • Include instructions for installing and using Azure CLI and related modules on Linux.
  • Provide parity in automation tooling, such as sample scripts using Azure CLI or Python SDK for Linux/macOS users.
  • Mention cross-platform compatibility and alternatives to PowerShell modules for users on non-Windows systems.
  • Reorder examples so that Azure CLI (cross-platform) is presented before PowerShell, or present both equally.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets