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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias, particularly in the migration steps for Service Fabric nonmanaged clusters with Basic SKU load balancer and IP resources. All command-line examples use PowerShell cmdlets, with no equivalent Bash, Azure CLI, or Linux-native instructions. Windows tools and patterns (e.g., PowerShell, Windows-style paths) are referenced exclusively, and the only explicit OS reference in sample templates is a Windows template, even though an Ubuntu template is linked. The ordering of examples and instructions also places Windows/PowerShell first, with no Linux parity in procedural steps.
Recommendations
  • Provide equivalent Azure CLI or Bash examples for all PowerShell commands, especially for resource deployment, node disabling, and removal steps.
  • Explicitly mention support for Linux/macOS environments and clarify any OS-specific requirements or differences.
  • Reference and highlight Linux sample templates (e.g., Ubuntu) with equal prominence to Windows templates.
  • Avoid Windows-specific path conventions (e.g., D:\SvcFab) in generic configuration examples, or provide cross-platform alternatives.
  • Where PowerShell is used, add a note or section for Linux users on how to perform the same actions using Azure CLI or REST API.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets