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 page demonstrates Windows bias by exclusively using Windows-based VM images (Win2022Datacenter) in examples, referencing PowerShell for connectivity testing, and omitting any Linux VM or shell examples. The only connectivity test shown uses PowerShell, and there is no mention of Linux tools or alternative commands. Windows tools and patterns are presented as the default, with no Linux parity.
Recommendations
  • Include examples for creating a Linux VM (e.g., using --image UbuntuLTS) alongside the Windows VM example.
  • Provide connectivity test instructions using Linux shell commands (e.g., nslookup, dig, curl) in addition to PowerShell.
  • Explicitly mention that both Windows and Linux VMs can be used for testing, and provide guidance for both platforms.
  • Add screenshots or output samples from Linux terminals where appropriate.
  • Avoid assuming the user will use PowerShell; offer Bash or other shell alternatives.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets