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_tools
powershell_heavy
windows_first
Summary
The documentation page for describing Azure Service Fabric apps and services exhibits mild Windows bias. It references Windows file paths (e.g., 'C:\Program Files\Microsoft SDKs\Service Fabric\schemas\ServiceFabricServiceModel.xsd'), suggests using Visual Studio (a Windows-centric tool) for schema validation, and mentions the ServiceFabric PowerShell module for service creation. No equivalent Linux tooling or examples are provided, and Windows-specific patterns are mentioned first or exclusively. However, the core content (manifest XML) is platform-neutral, and Linux users can complete the tasks with workarounds.
Recommendations
  • Add instructions for validating manifest XML schema on Linux/macOS, such as using 'xmllint' or VS Code with XML extensions.
  • Mention cross-platform alternatives to Visual Studio, like Visual Studio Code or JetBrains Rider.
  • Provide examples of using Service Fabric CLI (sfctl) or REST API for service creation, alongside PowerShell.
  • Clarify that Service Fabric development and deployment can be done on Linux, and link to relevant Linux documentation.
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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

Flagged Code Snippets