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
missing_linux_example
Summary
The documentation page exhibits Windows bias in several ways. PowerShell is given its own dedicated section, and the only DNS management guide for 'Other (General)' links to a Windows-based DNS guide, with no mention of Linux-based DNS servers (e.g., BIND). There are no explicit Linux command-line examples or references to Linux-native tools for DNS management. The ordering of pivots and examples tends to favor Windows technologies and tools, with Windows/PowerShell options listed before Linux alternatives or not at all.
Recommendations
  • Add explicit Linux/BIND DNS management instructions and links for users managing their own DNS on Linux servers.
  • Include Linux shell (bash) examples for relevant Azure CLI commands, clarifying cross-platform usage.
  • Provide parity in documentation for Linux-native tools (e.g., dig, nsupdate) alongside Windows/PowerShell examples.
  • Ensure that 'Other (General)' DNS instructions include both Windows and Linux server scenarios.
  • Review ordering of pivots and examples to avoid implicit prioritization of Windows tools.
GitHub Create Pull Request

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 Clean Clean