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
windows_tools
default_windows_values
Summary
The documentation page demonstrates a mild Windows bias, primarily through the use of Windows as the default operating system for jumpbox VMs and the inclusion of Windows-specific artifacts and parameters before their Linux equivalents. Windows VM examples and parameters are listed before Linux ones in the artifact parameters table, and the default value for the jumpbox OS is Windows. There is also a focus on Active Directory Domain Services, which is traditionally a Windows-centric technology. However, Linux options are present for some artifacts, and there are no critical steps that are Windows-only.
Recommendations
  • List Linux and Windows examples and parameters in parallel, or alternate their order to avoid implicit prioritization.
  • Explicitly mention Linux/macOS compatibility in steps involving VM deployment, jumpbox configuration, and Active Directory integration.
  • Provide guidance or links for configuring Linux jumpboxes and integrating Linux VMs with Azure services.
  • Set the default value for jumpbox OS to 'None' or prompt the user to choose, rather than defaulting to Windows.
  • Include Linux/macOS-specific considerations in the main deployment steps, not just in artifact parameters.
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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 Clean Clean