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
Summary
The documentation provides configuration examples for both Windows (ClusterManifest.xml) and cross-platform/standalone (ClusterConfig.json), but Windows-specific XML examples and references (e.g., <WindowsServer> element) are consistently presented first and more prominently. PowerShell examples are included, but there are no Linux shell or CLI equivalents. The documentation does not mention Linux-specific tools or patterns, nor does it clarify Linux/macOS parity for local development clusters or standalone deployments.
Recommendations
  • Present Linux/cross-platform examples (ClusterConfig.json) before or alongside Windows (ClusterManifest.xml) examples to avoid Windows-first bias.
  • Include Azure Service Fabric CLI (sfctl) or REST API examples for service creation and updates, which are cross-platform, instead of only PowerShell and C#.
  • Clarify whether standalone Service Fabric clusters can be run on Linux, and if so, provide explicit Linux/macOS guidance and examples.
  • Add notes or sections highlighting any differences or limitations for Linux/macOS users, especially for local development clusters.
  • Where possible, provide bash or shell script equivalents for PowerShell commands.
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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