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
windows_first
Summary
The documentation page demonstrates a notable Windows bias by exclusively referencing PowerShell-based administrative APIs (e.g., Remove-ServiceFabricReplica, Restore-ServiceFabricReplica) and showing only PowerShell command examples. There is no mention of Linux/macOS equivalents, CLI alternatives, or cross-platform SDK usage patterns. Windows tools and terminology are used throughout, and examples are Windows-centric, creating friction for Linux/macOS users.
Recommendations
  • Provide equivalent examples using Service Fabric CLI (sfctl) for Linux/macOS users, where available.
  • Explicitly document how to perform replica soft delete and restore operations using REST APIs or FabricClient SDK in cross-platform languages (e.g., Python, .NET Core).
  • Clarify which APIs and tools are available on Linux clusters and how to access them.
  • Add a section summarizing cross-platform support and differences in administrative tooling.
  • Ensure screenshots and command outputs include Linux/macOS variants where applicable.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets