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 heavily references PowerShell APIs (e.g., Remove-ServiceFabricReplica, Restore-ServiceFabricReplica) and provides examples and links exclusively to PowerShell cmdlets. There is no mention of Linux or cross-platform equivalents, nor are FabricClient API usage examples shown for non-Windows environments. The focus on PowerShell and Windows tooling creates friction for Linux/macOS users, as Service Fabric supports cross-platform development but the documentation does not reflect this.
Recommendations
  • Add examples using FabricClient APIs in C# or other languages to demonstrate how to perform replica soft delete and restore operations programmatically, which is platform-agnostic.
  • Explicitly mention whether these operations can be performed from Linux/macOS environments, and if so, provide CLI or SDK-based instructions.
  • If there are Azure CLI or REST API equivalents for managing replicas, include those examples.
  • Clarify any limitations or differences for Linux clusters, if applicable.
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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