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
windows_tools
missing_linux_example
Summary
The documentation page shows a moderate Windows bias. Windows-specific tools and patterns (such as OneDrive, Microsoft Office, and RDP client recommendations) are mentioned before or in more detail than Linux equivalents. Automatic shutdown is described as a Windows feature, and instructions for setting up a Windows template VM are called out, while Linux setup is not similarly highlighted. Linux connection methods (SSH, RDP) are mentioned, but without detailed guidance or parity in examples. There is a lack of Linux-specific setup instructions and cost-control features.
Recommendations
  • Provide equivalent, detailed instructions for setting up Linux template VMs, including configuring common Linux tools and storage options.
  • Mention Linux-first or cross-platform alternatives for saving work (e.g., Nextcloud, generic SFTP, or other cloud storage options) alongside OneDrive.
  • Clarify whether automatic shutdown on disconnect is available for Linux VMs and provide setup instructions if possible.
  • Include Linux-specific examples and recommendations for connecting to VMs (e.g., SSH clients, Linux RDP clients, and GUI setup steps).
  • Ensure that references to Windows tools and features are balanced with Linux equivalents, and avoid presenting Windows options first unless justified by usage data.
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased