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 is heavily focused on PowerShell-based workflows, referencing the Microsoft.ServiceFabric.Powershell.Http module and providing all command-line examples exclusively in PowerShell. There are no CLI, Bash, or cross-platform REST examples using tools like curl or az CLI, which creates friction for Linux/macOS users. The Service Fabric Explorer UI is mentioned, but all scripting and automation guidance assumes a Windows/PowerShell environment.
Recommendations
  • Provide equivalent examples using cross-platform tools such as curl for REST API calls.
  • Include guidance for using the Azure CLI (az sf) where possible, or note if such functionality is unavailable.
  • Clarify whether the PowerShell module can be used on PowerShell Core (pwsh) on Linux/macOS, and if so, provide installation instructions for those platforms.
  • If certain features are Windows-only, explicitly state this to set user expectations.
  • Add Bash or shell script examples for common tasks, especially for REST API interactions.
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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

Flagged Code Snippets