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_tools
windows_first
Summary
The documentation provides several code examples for configuring and managing Service Fabric clusters, with a notable emphasis on Windows-centric tools and patterns. PowerShell is the only CLI/scripting example shown for service creation and updates, and the XML configuration examples use <WindowsServer> as the infrastructure type. There is no mention of Linux-specific configuration, tools, or command-line examples, even though Service Fabric supports Linux clusters. JSON-based configuration examples are present, which are cross-platform, but the lack of Linux CLI or configuration context creates friction for Linux users.
Recommendations
  • Add equivalent Bash/CLI examples for service creation and updates (e.g., using sfctl for Linux).
  • Include Linux-specific configuration examples, such as using <Linux> in ClusterManifest.xml, or clarify when examples are Windows-only.
  • When showing PowerShell, also provide Linux/Bash alternatives where possible.
  • Clarify in the text when examples are cross-platform versus Windows-specific.
  • If certain features or configuration options are only available on Windows, explicitly state this.
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Scan History

Date Scan Status Result
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