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
Summary
The documentation consistently references PowerShell cmdlets (e.g., Remove-ServiceFabricReplica, Restore-ServiceFabricReplica, Get-ServiceFabricReplica) as the primary or sole method for interacting with the replica soft delete feature. There are no CLI, REST, or Linux-native examples or references, and the use of PowerShell is assumed throughout. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer other tooling.
Recommendations
  • Include equivalent examples using Service Fabric CLI (sfctl) or REST APIs, if available, alongside PowerShell examples.
  • Explicitly mention if the PowerShell cmdlets are cross-platform (e.g., available in PowerShell Core on Linux/macOS), or provide guidance for Linux/macOS users.
  • Document FabricClient API usage with code snippets in a cross-platform language (e.g., C#/.NET Core, Python) to show how to invoke the same operations programmatically.
  • Clarify any platform limitations (e.g., if certain APIs are only available on Windows nodes) to set expectations for non-Windows users.
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Scan History

Date Scan Status Result
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