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 provides several PowerShell-based examples and instructions (e.g., using Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState) without mentioning or providing Linux/macOS equivalents. There is an implicit assumption that users are operating in a Windows environment, and no CLI or bash alternatives are given. This creates friction for Linux/macOS users, especially when performing manual scaling operations.
Recommendations
  • For every PowerShell command (e.g., Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState), provide equivalent instructions using the Service Fabric CLI (sfctl), which is cross-platform and works on Linux/macOS.
  • Explicitly mention that the PowerShell commands are for Windows and link to Linux/macOS alternatives where available.
  • Add bash or CLI examples for common scaling operations, or reference official documentation for Linux/macOS users.
  • Clarify in the relevant sections that both Windows and Linux clusters are supported, and provide parity in operational guidance.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
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