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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. In several sections, Windows-centric tools and patterns (e.g., PowerShell, Windows Server DNS) are mentioned before or more prominently than their Linux equivalents. PowerShell examples are given before CLI, and the only explicit external DNS server documentation linked is for Windows Server. While Linux is supported and examples are present (e.g., Bind DNS setup, SSH usage), Windows tools and workflows are often referenced first or exclusively.
Recommendations
  • Provide Linux/BIND DNS server documentation links alongside Windows Server DNS references.
  • Ensure Azure CLI examples are given equal prominence to PowerShell, and consider listing CLI before PowerShell to avoid implicit Windows-first ordering.
  • Add explicit examples or links for configuring conditional forwarders in common Linux DNS servers (e.g., Bind, Unbound) in the 'Configure on-premises DNS server' section.
  • Where PowerShell is referenced, clarify that CLI or Bash alternatives are available and provide those commands.
  • Review all tool references to ensure Linux tools (e.g., nano, systemd, etc.) are given equal weight and explanation as Windows tools.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets