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
windows_first
Summary
The documentation frequently references PowerShell cmdlets and Windows-specific tools (e.g., Copy-ServiceFabricApplicationPackage, Register-ServiceFabricApplicationType, Remove-ServiceFabricApplicationPackage) alongside .NET APIs and REST operations. PowerShell examples are consistently provided, but Linux equivalents (such as Azure CLI or sfctl) are not mentioned in the main lifecycle steps, despite a brief link to CLI documentation at the top. Windows tools and patterns are often listed first, and there is no explicit guidance or examples for Linux/macOS users, which creates friction for those not on Windows.
Recommendations
  • Add explicit Azure CLI and sfctl command examples for each lifecycle operation (deploy, upgrade, remove, etc.), not just REST or PowerShell.
  • Where PowerShell cmdlets are referenced, include corresponding Linux/macOS-friendly commands and clarify cross-platform support.
  • Reorder tool mentions so that cross-platform options (REST, CLI) are listed before or alongside Windows-specific tools.
  • Add a section or note clarifying which tools are supported on Linux/macOS and how to accomplish the same tasks.
GitHub Create Pull Request

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