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
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias. Windows tools and patterns (such as PowerShell remoting, WinRM, and Windows authentication) are mentioned first and in more detail than their Linux equivalents. Many requirements and examples are Windows-centric, with Linux support often described as secondary or limited. SQL Server discovery is not supported for Linux servers, and all sample scripts for SQL Server login provisioning are Windows-oriented. PowerShell is referenced repeatedly, and Linux-specific instructions are minimal or absent in critical sections.
Recommendations
  • Provide Linux-first or Linux-parity examples and instructions alongside Windows ones, especially for credential provisioning and server access.
  • Clarify Linux support and limitations in each relevant section, and offer alternative workflows or tools where Windows-only features are present.
  • Include Linux-specific sample scripts and troubleshooting steps, particularly for software inventory, dependency analysis, and appliance deployment.
  • Explicitly document any features not supported on Linux and suggest workarounds or alternatives where possible.
  • Balance the order of presentation so that Linux and Windows instructions appear together or in parallel, rather than Windows-first.
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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
2025-09-12 00:00 #109 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets