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
missing_linux_example
Summary
The documentation page exhibits Windows bias primarily in the 'Create a virtual machine' section, where instructions link only to creating a Windows Server VM, with no mention or example for creating a Linux VM. This may lead users to assume Windows is the preferred or only option, despite the cluster itself being Linux-based. There are no PowerShell-heavy examples or exclusive use of Windows tools, but the ordering and omission of Linux VM instructions are notable.
Recommendations
  • Add parallel instructions and links for creating a Linux-based virtual machine in the same Azure virtual network and subnet.
  • Explicitly mention that either Windows or Linux VMs can be used for client connectivity, depending on user preference and application requirements.
  • Ensure that examples and references do not implicitly prioritize Windows unless there is a technical reason.
  • Review other sections for similar omissions and provide Linux parity where appropriate.
GitHub Create Pull Request

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 Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased