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 exhibits mild Windows bias. While most troubleshooting steps use Linux/SSH commands (hostname, nslookup, dig), there are several references to Windows-specific tools and patterns: PowerShell cmdlets (Get-AzVirtualNetwork), mention of Azure Runbooks (typically Windows-centric), and instructions that mention deploying either Linux or Windows DNS VMs but provide more detail for Linux. The PowerShell example is given without a corresponding Azure CLI or Linux-native alternative. Windows tools and terminology (PowerShell, Runbook) are mentioned before or instead of Linux equivalents.
Recommendations
  • Provide Azure CLI or Bash alternatives for PowerShell commands (e.g., show az network vnet commands alongside Get-AzVirtualNetwork).
  • When referencing DNS server deployment, give equal detail for both Linux and Windows options, including example configuration steps for each.
  • Avoid mentioning Windows tools (PowerShell, Runbook) exclusively; always pair with Linux-native or cross-platform alternatives.
  • Where troubleshooting steps involve command-line tools, ensure both Windows (e.g., PowerShell, CMD) and Linux (e.g., Bash) examples are present.
  • Explicitly state that both Linux and Windows VMs are supported for DNS forwarding, and provide configuration examples for both.
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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