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 demonstrates a notable Windows bias. All command-line examples use PowerShell cmdlets (e.g., New-ServiceFabricService), and there are no equivalent CLI or bash examples for Linux/macOS users. References to management operations (deploy, remove, query) link exclusively to PowerShell modules, and the 'Next steps' section explicitly describes using PowerShell to manage applications. There is no mention of Azure CLI, Service Fabric CLI (sfctl), or bash scripting, which are the primary tools for Linux/macOS environments.
Recommendations
  • Add equivalent examples using Azure CLI (az sf) and/or Service Fabric CLI (sfctl) for all PowerShell commands.
  • Include bash shell examples where appropriate, especially for service creation and management.
  • Reference cross-platform tools (Azure CLI, sfctl, REST API) before or alongside PowerShell, not exclusively after.
  • Clarify in the 'Next steps' and relevant sections that management can be performed from Linux/macOS using CLI tools.
  • Where PowerShell is mentioned, explicitly note its cross-platform availability or provide alternatives for non-Windows users.
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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