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 page for 'Replica soft delete for enhanced data protection in Service Fabric' demonstrates a notable Windows/PowerShell bias. All command-line/API usage examples reference PowerShell cmdlets (e.g., Remove-ServiceFabricReplica, Restore-ServiceFabricReplica, Get-ServiceFabricReplica), with no mention of Linux CLI equivalents, REST APIs, or cross-platform SDK usage. The documentation assumes the use of Windows tooling and does not provide guidance for Linux or macOS users, despite Service Fabric supporting cross-platform clusters.
Recommendations
  • Include equivalent examples using Service Fabric CLI (sfctl), which is cross-platform and supported on Linux/macOS.
  • Document REST API or FabricClient SDK usage for soft delete and restore operations, with code snippets in a cross-platform language (e.g., Python, C# .NET Core).
  • Explicitly state if certain features or APIs are only available via PowerShell or Windows, or clarify cross-platform support.
  • Add a section or callouts for Linux/macOS users, outlining the steps and tools they should use to achieve the same tasks.
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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