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
Summary
The documentation page demonstrates a moderate Windows bias. Windows-based examples (such as creating labs with Windows Server VMs) are presented first and exclusively in the quickstart section. Automation instructions and linked tasks heavily favor Azure PowerShell, with no equivalent Bash or Linux shell examples. Several common lab tasks (custom image creation, VHD upload, user management) are documented only with PowerShell, omitting CLI or Linux-native alternatives.
Recommendations
  • Provide quickstart examples for both Windows and Linux VM creation, giving equal prominence.
  • Include automation instructions and sample scripts using Azure CLI and Bash alongside PowerShell for all major tasks.
  • Add links to Linux/macOS-specific guides or note any differences in workflow for non-Windows users.
  • Ensure that repository references highlight both PowerShell and CLI/Bash script resources.
  • Explicitly mention cross-platform compatibility in relevant sections.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased