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 supports both Windows and Linux. However, there are multiple instances where Windows concepts, tools, and examples are presented first or exclusively. For example, references to cluster nodes mention auto-start Windows services and Windows executables before mentioning Linux support. PowerShell is listed first among management tools, and standalone cluster creation is only described for Windows, with Linux standalone clusters explicitly noted as unsupported. There are few Linux-specific examples or CLI-first instructions, and Windows-centric terminology (e.g., 'Windows service', 'FabricHost.exe') is used throughout, even in general sections.
Recommendations
  • When describing cluster nodes and management, provide parallel Linux details (e.g., systemd services, Linux process names) alongside Windows information.
  • List CLI tools (sfctl) and REST APIs before or alongside PowerShell, especially in cross-platform sections.
  • Add explicit Linux examples or links for cluster creation, management, and application lifecycle wherever possible.
  • Clarify which features are Windows-only and which are cross-platform, and ensure Linux parity is highlighted where available.
  • In sections where Windows executables are mentioned, add Linux equivalents or note differences in process management.
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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