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 provides detailed examples for configuring auto scaling in Azure Service Fabric using PowerShell and C# APIs, both of which are strongly associated with Windows environments. There are no equivalent Linux/macOS CLI or scripting examples (e.g., Bash, Azure CLI, REST API), and PowerShell is presented as the primary command-line automation tool. Windows-centric tools and patterns are referenced exclusively, and Linux support is mentioned only in passing, with no actionable guidance for Linux users.
Recommendations
  • Add examples using Azure CLI, Bash scripts, or REST API for configuring auto scaling policies, ensuring Linux/macOS users have clear, actionable steps.
  • Explicitly document which features and commands are supported on Linux clusters, and provide guidance for Linux-specific workflows.
  • Where PowerShell is used, offer equivalent commands using cross-platform tools (e.g., Azure CLI) and clarify platform compatibility.
  • Reorder examples so that cross-platform or Linux-compatible methods are presented before or alongside Windows/PowerShell methods.
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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

Flagged Code Snippets