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
missing_linux_example
Summary
The documentation demonstrates Windows bias primarily in the validation section, where only instructions for creating and connecting to a Windows virtual machine are provided, and DNS resolution is shown using a Windows-specific PowerShell command (Resolve-DnsName). There are no equivalent Linux instructions or examples (e.g., using dig or nslookup). The portal and Azure CLI instructions are cross-platform, but the validation and troubleshooting steps focus exclusively on Windows tools and environments.
Recommendations
  • Add instructions for creating a Linux virtual machine in Azure, either alongside or before the Windows VM example.
  • Provide Linux command-line equivalents for DNS resolution, such as 'dig <namespace_name>.privatelink.servicebus.windows.net' or 'nslookup'.
  • Explicitly mention that the Azure CLI steps are cross-platform and can be run from Linux, macOS, or Windows.
  • Where screenshots or portal instructions are given, clarify that the portal is accessible from any OS with a supported browser.
  • Ensure troubleshooting and validation steps include both Windows and Linux environments to improve parity.
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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