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
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All code examples use PowerShell and Windows DNS Server cmdlets, with no mention of Linux or cross-platform alternatives. The prerequisites specifically call out the Azure PowerShell module, and all DNS configuration steps reference Windows Server environments and tools. There are no instructions or examples for configuring DNS forwarding using Linux-based DNS servers (e.g., BIND, dnsmasq), nor are Linux command-line tools (like dig or systemd-resolve) mentioned for testing DNS resolution.
Recommendations
  • Add equivalent instructions and examples for configuring DNS forwarding using common Linux DNS servers (e.g., BIND, Unbound, dnsmasq), including configuration file snippets.
  • Include Linux/macOS command-line tools (e.g., dig, host, systemd-resolve) for testing DNS resolution and clearing DNS cache.
  • Clarify that the process is OS-agnostic and provide links or references to official documentation for Linux DNS server configuration.
  • Rephrase prerequisites to mention that PowerShell is only required for Windows environments, and suggest alternatives for Linux/macOS users.
  • Ensure that examples are presented for both Windows and Linux environments, or at least indicate the steps for Linux users.
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets