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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page for the Azure Service Fabric hosting model provides conceptual information applicable to both Windows and Linux clusters. However, it exhibits Windows bias in several ways: PowerShell is the only CLI example shown for service creation, and all operational links reference PowerShell cmdlets. There are no Linux-specific CLI examples (e.g., Bash, Azure CLI), and PowerShell is presented before REST and .NET API options. This creates friction for Linux users, as Service Fabric supports Linux clusters but the documentation does not demonstrate parity in tooling or examples.
Recommendations
  • Add Azure CLI or Bash examples for service creation and management, especially for commands like New-ServiceFabricService.
  • Include references to Linux-compatible tools and workflows, such as sfctl (Service Fabric CLI) and REST API usage from Bash.
  • Clarify in the introduction that the concepts apply to both Windows and Linux clusters, and provide links to Linux-specific operational documentation.
  • Where PowerShell is referenced, add a note or section for Linux users explaining equivalent commands and tools.
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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