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
missing_linux_example
windows_first
Summary
The documentation page provides code samples for configuring Service Fabric placement policies using C# and PowerShell only. PowerShell is a Windows-centric tool, and no equivalent Linux/macOS command-line examples (such as Azure CLI, Bash, or REST API) are provided. The documentation assumes familiarity with Windows tooling and omits guidance for Linux-based Service Fabric clusters, which can create friction for non-Windows users.
Recommendations
  • Add Azure CLI examples for all placement policy configurations, as Azure CLI is cross-platform.
  • Include REST API examples for service creation and placement policy configuration.
  • Explicitly mention how Linux-based Service Fabric clusters can be managed, and link to relevant documentation.
  • If PowerShell is required, clarify whether PowerShell Core (cross-platform) is supported and provide usage instructions for Linux/macOS.
  • Present cross-platform examples (CLI, REST) before or alongside PowerShell to avoid Windows-first bias.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean