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
Summary
The documentation page on scaling Azure Service Fabric standalone clusters shows a Windows bias by exclusively referencing PowerShell cmdlets (e.g., Get-ServiceFabricClusterManifest, Start-ServiceFabricClusterConfigurationUpgrade) and linking to a 'windows-server' specific guide for scaling. There are no Linux or cross-platform CLI examples, nor is it clarified whether standalone clusters can be managed on Linux, leaving Linux users without guidance.
Recommendations
  • Clarify whether standalone Service Fabric clusters are supported on Linux. If not, explicitly state this early in the documentation.
  • If Linux is supported, provide equivalent Linux/bash/CLI examples for cluster management tasks (e.g., using sfctl or REST APIs).
  • Link to Linux-specific or cross-platform guides for adding/removing nodes, if available.
  • Avoid referencing only PowerShell cmdlets; include cross-platform alternatives where possible.
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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