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
powershell_heavy
Summary
The documentation provides both Windows and Linux configuration examples for standalone Service Fabric clusters (via ClusterManifest.xml and ClusterConfig.json), but consistently presents Windows-specific XML examples first and uses Windows terminology (e.g., <WindowsServer> infrastructure). Additionally, code samples for interacting with Service Fabric services are given in C# and PowerShell, with no Linux-native CLI or Bash examples. PowerShell is a Windows-centric tool, and its exclusive use for scripting examples may create friction for Linux/macOS users.
Recommendations
  • Add explicit Linux configuration examples for Service Fabric clusters, such as using <Linux> infrastructure blocks in ClusterManifest.xml.
  • Provide Bash or Azure CLI examples for service creation and updates, alongside PowerShell, to improve parity for Linux/macOS users.
  • Clarify in configuration sections that both Windows and Linux clusters are supported, and link to platform-specific setup guides if available.
  • When presenting code/configuration samples, alternate or parallelize Windows and Linux examples, rather than always listing Windows first.
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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