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 is heavily focused on PowerShell-based workflows, requiring the Microsoft.ServiceFabric.Powershell.Http module and providing all code examples in PowerShell. There are no CLI, Bash, or cross-platform REST examples using tools like curl, nor any mention of Linux/macOS alternatives for connecting to the cluster or invoking REST APIs. This creates friction for Linux/macOS users, who must translate all examples and may not have access to the required PowerShell modules.
Recommendations
  • Provide equivalent examples using Bash and curl for REST API calls, demonstrating how to authenticate and invoke the same Service Fabric APIs from Linux/macOS.
  • Clarify whether the Microsoft.ServiceFabric.Powershell.Http module is available and supported on PowerShell Core (pwsh) on Linux/macOS. If not, explicitly state this limitation.
  • Include instructions for connecting to Service Fabric clusters and managing certificates on Linux/macOS, or link to relevant documentation.
  • Where possible, use Azure CLI or cross-platform tools for authentication and management, or at least mention them as alternatives.
  • Add a section summarizing cross-platform support and any limitations for non-Windows users.
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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