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
windows_tools
windows_first
Summary
The documentation page demonstrates a notable Windows bias by providing detailed instructions and examples for PowerShell, a Windows-centric tool, without offering equivalent examples for Linux/macOS users (e.g., Bash, Azure CLI). The PowerShell method is presented first and in more detail, while no Linux-native scripting or cross-platform CLI alternatives are discussed. This may create friction for non-Windows users attempting to automate VM imports.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and widely used on Linux/macOS.
  • Provide Bash script samples for Linux users, or at least describe how to invoke the REST API using curl or similar tools.
  • Explicitly state platform requirements or limitations for the PowerShell script, and suggest alternatives for Linux/macOS.
  • Reorder or balance the presentation so that REST API and CLI methods are shown before or alongside PowerShell, to avoid Windows-first bias.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets