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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, a Windows-centric tool, with no mention of Linux alternatives (such as Azure CLI or SSH). The workflow assumes use of RDP, which is primarily a Windows protocol, and does not discuss Linux remote access methods (like SSH or xrdp). The 'Next steps' section lists PowerShell and Visual Studio (both Windows-focused) before mentioning templates, and omits Linux-native tools or workflows.
Recommendations
  • Add Azure CLI examples for enabling and managing Remote Desktop extensions, as Azure CLI is cross-platform and widely used on Linux.
  • Include instructions or references for connecting to Linux role instances (if supported), such as SSH or xrdp, and clarify limitations if only Windows is supported.
  • Balance tool recommendations in 'Next steps' by listing cross-platform options (Azure CLI, templates) before or alongside Windows-specific tools (PowerShell, Visual Studio).
  • Explicitly state OS requirements or limitations for Remote Desktop extension to clarify if Linux role instances are unsupported, and provide alternative guidance for 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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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