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
missing_linux_example
Summary
The documentation consistently references PowerShell cmdlets and Windows-centric tooling (e.g., Copy-ServiceFabricApplicationPackage, Register-ServiceFabricApplicationType) as primary command-line interfaces for managing the Service Fabric application lifecycle. While REST APIs and .NET methods are also mentioned, there is a notable absence of Linux-native CLI examples (such as Azure CLI or sfctl) in the main lifecycle steps. This creates friction for Linux/macOS users, who may not have access to PowerShell or Windows-specific tools.
Recommendations
  • Include equivalent Azure CLI (az sf) or Service Fabric CLI (sfctl) commands alongside PowerShell cmdlets for all lifecycle operations (deploy, upgrade, remove, etc.).
  • Add explicit notes or examples for Linux/macOS users, clarifying which tools are cross-platform and how to perform tasks without PowerShell.
  • Where possible, show Linux/macOS shell commands (bash) in parallel with PowerShell, especially for automation scenarios.
  • Link to cross-platform tool documentation (sfctl, Azure CLI) in each relevant section.
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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
2026-01-07 06:10 #227 cancelled Clean Clean