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
powershell_heavy
missing_linux_example
Summary
The documentation page provides a broad overview of Azure Service Fabric, which supports both Windows and Linux. However, there are several instances of Windows bias: Windows-specific tools (PowerShell, Visual Studio) are mentioned before their Linux equivalents, Windows services and executables are referenced without clear Linux alternatives, and some examples or instructions are Windows-centric. Linux support is acknowledged, but Linux-specific examples, tools, and workflows are often missing or secondary.
Recommendations
  • Provide Linux-specific examples and workflows alongside Windows instructions, especially in sections referencing PowerShell, Visual Studio, and Windows executables.
  • Mention Linux CLI tools (e.g., Bash, sfctl) and package management options where PowerShell or Windows tools are discussed.
  • Clarify which features are Windows-only and which are cross-platform, linking to Linux documentation where appropriate.
  • Add explicit instructions or links for creating and managing clusters on Linux, including supported programming models and deployment methods.
  • Balance the order of presentation so Linux and Windows are treated equally in examples and tool references.
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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