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
missing_linux_example
windows_tools
windows_first
Summary
The documentation frequently uses PowerShell cmdlets (e.g., Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState) for manual scaling operations without providing equivalent Linux/CLI commands. All step-by-step manual procedures reference PowerShell, and there are no Bash, Azure CLI, or REST API alternatives shown. The documentation also refers to 'PowerShell' generically for cluster management tasks, which may not be directly applicable to Linux/macOS users. Additionally, in several sections, Windows tools and patterns are mentioned first or exclusively, with Linux alternatives only referenced in the 'Next steps' section.
Recommendations
  • For every PowerShell-based example (e.g., Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState), provide equivalent Azure CLI, Bash, or REST API commands where possible.
  • Explicitly state when a command or tool is Windows-only, and link to Linux/macOS alternatives.
  • In step-by-step guides, offer parallel instructions for Linux users, or clarify if the operation must be performed from a Windows environment.
  • When referencing Service Fabric Explorer or other tools, note any cross-platform considerations.
  • Balance the order of 'Next steps' so Linux and Windows cluster creation links are presented equally.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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