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
missing_linux_example
windows_tools
Summary
The documentation page provides several PowerShell-based instructions (e.g., using Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState) for cluster scaling operations, but does not offer equivalent Linux/CLI/bash examples or guidance. This creates friction for Linux users, who may not have access to PowerShell or may prefer bash/CLI tools. The documentation also references Windows-centric tools and patterns without mentioning Linux alternatives.
Recommendations
  • For every PowerShell command or workflow, provide equivalent Azure CLI, bash, or REST API examples suitable for Linux/macOS users.
  • Explicitly mention if certain commands are only available on Windows, and provide alternative approaches for Linux clusters (e.g., using Service Fabric CLI (sfctl), Azure CLI, or REST API).
  • Add a section or callout for Linux users, summarizing the recommended tools and commands for common scaling operations.
  • Ensure that code snippets and step-by-step instructions are platform-agnostic or include both Windows and Linux variants where possible.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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

Flagged Code Snippets