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 Windows bias by exclusively referencing Windows-specific tools and patterns, such as PowerShell cmdlets (Get-ServiceFabricClusterManifest, Start-ServiceFabricClusterConfigurationUpgrade), and linking to guides that focus on Windows Server. There are no examples or instructions for scaling Service Fabric standalone clusters on Linux, nor are Linux tools or commands mentioned. The documentation implicitly assumes a Windows environment for standalone clusters, which may exclude or confuse users deploying Service Fabric on Linux.
Recommendations
  • Provide equivalent Linux instructions and examples, including relevant shell commands and configuration steps.
  • Reference Linux-compatible tools (e.g., Service Fabric CLI, REST API) alongside or before Windows-specific tools.
  • Add links to documentation for scaling Service Fabric clusters on Linux, if available.
  • Clarify which instructions are Windows-specific and offer Linux alternatives where possible.
  • Ensure that terminology and examples do not assume a Windows-only environment for standalone clusters.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Biased Biased
2026-01-06 22:28 #80 completed Clean Clean