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
missing_linux_example
windows_tools
Summary
The documentation demonstrates a bias towards Windows environments. The only example of VM configuration is for Internet Information Services (IIS), a Windows web server, with no mention of Linux alternatives (e.g., Apache, Nginx). The review of deployed resources references IIS exclusively. While deployment instructions include both Azure CLI and PowerShell, the post-deployment validation and examples are Windows-centric, and there are no Linux-specific instructions or screenshots.
Recommendations
  • Include examples and instructions for deploying and validating Linux-based VMs (e.g., using Apache or Nginx).
  • Add screenshots and validation steps for Linux web servers alongside IIS.
  • Mention Linux VM extensions and provide sample configuration for Linux environments.
  • Ensure that both Windows and Linux scenarios are presented equally in all sections, especially in testing and validation.
  • Clarify that the quickstart works for both Windows and Linux VMs, and provide guidance for choosing between them.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-07-12 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