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_first
missing_linux_example
Summary
The documentation provides step-by-step instructions for configuring and modifying Service Fabric managed cluster node types using the Azure portal, ARM templates, and PowerShell. However, all command-line examples are exclusively in PowerShell, with no mention of Azure CLI, Bash, or Linux/macOS shell equivalents. PowerShell is presented as the only scripting option for automation, which may create friction for Linux/macOS users who do not use PowerShell. The documentation does not clarify whether PowerShell Core (cross-platform) is supported, nor does it offer alternative command-line approaches.
Recommendations
  • Add Azure CLI examples for all operations currently shown only in PowerShell, such as adding, removing, scaling, and modifying node types.
  • Explicitly mention whether PowerShell Core (pwsh) is supported on Linux/macOS, or clarify if only Windows PowerShell is required.
  • Provide guidance or links for Linux/macOS users on how to perform these tasks using their preferred environments.
  • Consider listing Azure CLI or cross-platform options before or alongside PowerShell examples to avoid Windows-first bias.
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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
2026-01-27 00:00 #308 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets