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_tools
windows_first
Summary
The documentation page is mostly neutral and Linux-focused in its troubleshooting steps (e.g., SSH, Linux commands like nslookup, dig, and resolv.conf). However, there is a notable Windows bias in the final section: the only explicit mention of a deprecated parameter is for PowerShell (EnableVmProtection), and the resolution refers exclusively to the Az PowerShell SDK. Additionally, when discussing DNS server VM deployment, Windows is mentioned before Linux as an option. There are no Linux/macOS equivalents or CLI examples for the PowerShell-specific troubleshooting, and Windows VM is listed before Linux VM in one section.
Recommendations
  • Include Azure CLI or REST API equivalents for PowerShell-specific troubleshooting steps, especially for checking or updating network configuration parameters.
  • When mentioning VM deployment for DNS forwarding, list Linux and Windows equally or mention Linux first, as HDInsight clusters are Linux-based.
  • Provide guidance for users who do not use PowerShell (e.g., macOS/Linux users) on how to check for deprecated parameters or manage network configuration.
  • Add explicit notes or examples for Linux/macOS users in sections that currently only reference Windows tools or PowerShell.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets