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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates mild Windows bias. While most troubleshooting steps use Linux/SSH commands (hostname, nslookup, dig, resolv.conf), there are references to Windows tools and patterns, such as PowerShell cmdlets (Get-AzVirtualNetwork), Azure Runbooks, and the option to deploy a Windows VM as a DNS forwarder. The PowerShell/Windows-specific troubleshooting is mentioned without equivalent Linux CLI or Azure CLI examples, and the PowerShell SDK documentation is referenced directly. In some cases, Windows is mentioned before Linux as a VM option. There are no explicit Linux alternatives for the PowerShell/Runbook steps, and the documentation does not provide Azure CLI or REST API equivalents for network troubleshooting.
Recommendations
  • Provide equivalent Azure CLI or REST API commands for network troubleshooting and configuration, alongside PowerShell examples.
  • When mentioning VM deployment for DNS forwarding, list Linux and Windows options equally, or mention Linux first if the majority of HDInsight clusters are Linux-based.
  • For steps involving PowerShell or Azure Runbooks, add Linux shell script or Azure CLI alternatives.
  • Reference both Linux and Windows documentation for VM configuration and DNS forwarding, not just PowerShell SDK.
  • Ensure that examples and instructions are platform-neutral or provide parallel instructions for both Windows and 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
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

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