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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a notable Windows bias in several areas. VM creation examples exclusively use Windows Server images, and connection verification is performed using PowerShell commands within a Windows VM. There are no Linux VM creation examples, nor are there instructions for verifying connectivity using Linux tools (e.g., nslookup, dig, curl). Windows tools and workflows are mentioned exclusively, and Windows is presented as the default/first option for critical steps.
Recommendations
  • Provide parallel Linux VM creation instructions (e.g., using Ubuntu or other common distributions) alongside Windows examples.
  • Include Linux command-line equivalents for connection verification (e.g., nslookup, dig, curl, wget) and browser access.
  • Explicitly mention that either Windows or Linux VMs can be used for testing, and clarify any OS-specific requirements.
  • Avoid presenting Windows as the default or only option; offer both platforms equally in examples and screenshots.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets