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
Summary
The documentation page demonstrates bias towards Windows environments by exclusively using IIS (a Windows web server) for backend validation, referencing Azure PowerShell for resource cleanup, and omitting Linux-based examples or alternatives (such as Nginx/Apache for backend VMs or Azure CLI/Bash for resource management). No Linux-specific instructions or parity are provided for deployment, validation, or cleanup steps.
Recommendations
  • Include examples of deploying Linux VMs in the backend pool, using common Linux web servers (e.g., Nginx or Apache) for validation.
  • Provide resource cleanup instructions using Azure CLI (az group delete) and Bash commands alongside PowerShell.
  • Clarify that IIS is used for demonstration purposes and offer parallel steps for Linux-based validation.
  • Ensure screenshots and walkthroughs do not assume a Windows-only environment.
  • Add notes or sections highlighting cross-platform compatibility and options.
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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
2026-01-12 00:00 #243 cancelled 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