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 provides code examples for scaling Service Fabric services using C# and PowerShell, but does not include equivalent Linux-native or cross-platform CLI examples (e.g., Azure CLI, Bash, or REST API). PowerShell is a Windows-centric tool, and its exclusive use in examples may create friction for Linux/macOS users. Additionally, the documentation references Windows-specific implementation details (e.g., kernel driver for logging) before discussing Linux differences, but does not provide Linux-oriented operational guidance or examples.
Recommendations
  • Add Azure CLI or REST API examples for service scaling operations alongside PowerShell and C#.
  • Explicitly mention Linux/macOS-compatible tools and workflows for managing Service Fabric clusters.
  • Where PowerShell is referenced, clarify if PowerShell Core (cross-platform) is supported, or provide Bash equivalents.
  • Expand the 'Choosing a platform' section with more Linux-specific operational advice and best practices.
  • Consider reordering or balancing the presentation of Windows and Linux details to avoid implicit prioritization of Windows.
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