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
windows_tools
Summary
The documentation page for Service Fabric application and service manifest examples shows mild Windows bias. The only explicit mention of tooling is the ServiceFabric PowerShell module, with no Linux CLI or cross-platform alternatives referenced. Examples use Windows-centric patterns (e.g., .exe and .bat files), and user/group concepts reference Windows system groups (Administrators, NetworkService). There are no Linux-specific examples or guidance, and Windows terminology is used throughout, even though Service Fabric supports Linux clusters and .NET Core workloads.
Recommendations
  • Add equivalent Linux CLI examples (e.g., using Azure CLI or Service Fabric CLI) alongside or in place of PowerShell references.
  • Show examples using Linux-friendly entry points (e.g., shell scripts like setup.sh, service binaries without .exe extension).
  • Clarify which user/group concepts map to Linux (e.g., using 'root', 'service' users, or custom groups) and how to configure them.
  • Mention cross-platform considerations for endpoint configuration, resource governance, and package sharing.
  • Explicitly note when examples are Windows-specific and provide Linux alternatives where possible.
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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

Flagged Code Snippets