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
powershell_heavy
windows_first
windows_tools
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure PowerShell (a Windows-centric tool) examples before Azure CLI, and by providing PowerShell-specific commands throughout. The use of PowerShell as a primary example and the ordering of examples (PowerShell first, then CLI) suggest a preference for Windows tooling and workflows. There are no Linux-specific shell examples (e.g., bash, zsh), nor are Linux-native DNS tools (like dig, nsupdate, or bind utilities) mentioned. The Azure CLI is cross-platform, but its examples are always secondary to PowerShell, reinforcing the Windows-first approach.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by many Linux users.
  • Include Linux-native DNS management examples (e.g., using dig, nsupdate, or editing BIND zone files) for context.
  • Explicitly note that Azure CLI works on Linux, macOS, and Windows, and provide installation links for Linux users.
  • Add bash/zsh shell script examples for common tasks, especially for record creation and viewing.
  • Balance the documentation by alternating the order of PowerShell and CLI examples, or grouping them together without preference.
  • Mention and link to Linux-specific DNS documentation or community guides for further reading.
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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