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 Windows bias by exclusively using Windows Server as the backend VM example and providing only PowerShell commands for backend configuration (IIS installation). There are no Linux VM examples, nor are there equivalent Linux shell commands or instructions for installing a web server on Linux. The use of Windows tools and patterns is prevalent, and Linux alternatives are not mentioned.
Recommendations
  • Include parallel instructions for deploying a Linux VM (e.g., Ubuntu) as a backend target.
  • Provide Linux shell commands (e.g., using Bash in Cloud Shell) for installing a web server such as Apache or Nginx.
  • Offer both Windows and Linux examples side-by-side for backend setup and testing.
  • Clarify that backend VMs can be Linux or Windows and link to relevant Linux setup guides.
  • Mention that Azure Cloud Shell supports Bash and show how to use it for Linux VM configuration.
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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 Clean Clean
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