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
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation provides a broad overview of Azure Service Fabric, which is a cross-platform service supporting both Windows and Linux. However, there are several areas where Windows-specific tools, terminology, and examples are mentioned first or exclusively. Windows services and executables (e.g., FabricHost.exe, Fabric.exe) are referenced without Linux equivalents or clarifications. PowerShell is often listed before CLI or REST alternatives. Standalone cluster creation is only supported on Windows, but this is clearly stated. There is a lack of explicit Linux command examples or parity in tooling references, and Windows terminology (e.g., 'auto-start Windows service') is used without Linux context.
Recommendations
  • Where possible, provide Linux-specific examples, especially for cluster management, health queries, and application lifecycle tasks.
  • When referencing tools (e.g., PowerShell, Service Fabric Explorer), ensure CLI and REST API alternatives are equally highlighted and described.
  • Clarify when features, tools, or terminology are Windows-only, and provide Linux equivalents or note limitations.
  • Add explicit Linux command-line examples (using sfctl or bash) alongside PowerShell examples.
  • Review the order of tool references to avoid always listing Windows tools first.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
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