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 demonstrates a Windows bias by referencing only Windows-specific tools (PowerShell cmdlets like Get-ServiceFabricClusterManifest and Start-ServiceFabricClusterConfigurationUpgrade) for cluster management tasks. There are no Linux or cross-platform equivalents mentioned, nor are there examples for Linux users. The linked 'scale a standalone cluster' page is also Windows-focused, further excluding Linux scenarios.
Recommendations
  • Include Linux-specific instructions and examples for scaling standalone clusters, such as using Service Fabric CLI (sfctl) or REST APIs.
  • Mention cross-platform tools and patterns where possible, and provide parity in documentation for both Windows and Linux environments.
  • Explicitly state which steps/tools are Windows-only and offer alternatives for Linux/macOS users.
  • Add links or references to Linux/macOS documentation for Service Fabric cluster management.
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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