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 demonstrates a moderate Windows bias. Windows-specific tools (PowerShell, Windows Server DNS) are mentioned before or more prominently than Linux equivalents. PowerShell examples are provided in detail, while Linux/Bash/CLI examples are present but often secondary. References to Windows DNS configuration are explicit, while Linux/BIND configuration is covered but lacks parity in some areas (e.g., no explicit Linux DNS conditional forwarder walkthrough). The page sometimes refers users to external documentation for Linux steps, while providing direct instructions for Windows/PowerShell. Overall, Linux is supported, but Windows is often presented first or in more detail.
Recommendations
  • Ensure Linux/Azure CLI examples are presented alongside or before PowerShell/Windows examples.
  • Provide explicit, step-by-step instructions for configuring DNS conditional forwarders on Linux/BIND, not just a config snippet.
  • Include references and links to Linux DNS server documentation (e.g., BIND, dnsmasq) with parity to Windows Server DNS links.
  • Where PowerShell scripts are given, provide equivalent Bash/Azure CLI scripts for Linux users.
  • Avoid language that assumes Windows as the default platform; clarify instructions for both Windows and Linux environments.
  • Add troubleshooting and verification steps for Linux environments, not just Windows.
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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