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_first
missing_linux_example
Summary
The documentation page provides detailed step-by-step instructions for scaling operations using PowerShell commands (e.g., Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState), but does not offer equivalent Linux CLI or bash examples. The manual scaling sections consistently reference PowerShell as the primary tool, and do not mention Linux alternatives or cross-platform Service Fabric CLI usage. Windows/PowerShell instructions are presented first and exclusively, creating friction for Linux users who may not have access to PowerShell or may prefer bash/CLI workflows.
Recommendations
  • Add equivalent Linux/Bash/Service Fabric CLI examples for all PowerShell commands (e.g., show how to disable nodes, check node status, and remove node state using Linux tools or the Service Fabric CLI).
  • Explicitly mention cross-platform tools (such as Service Fabric CLI or REST API) where possible, and clarify which instructions are platform-specific.
  • Where PowerShell is referenced, provide a note or link to Linux instructions, or indicate if the operation can be performed via the Service Fabric CLI or REST API.
  • Reorder examples so that cross-platform or Linux instructions are presented alongside or before Windows/PowerShell examples, where appropriate.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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

Flagged Code Snippets