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 page primarily references Windows-centric tools and patterns, such as Visual Studio and PowerShell, in its 'Next steps' section. There are no Linux/macOS equivalents or examples provided for application upgrades, and the recommended serialization approach (Data Contract serializer) is tied to .NET Framework/WCF, which is historically Windows-focused. The page assumes C# usage and does not mention cross-platform alternatives or workflows for Linux/macOS users.
Recommendations
  • Add examples or links for upgrading Service Fabric applications using cross-platform tools (e.g., Azure CLI, REST API, or .NET Core CLI).
  • Include guidance for Linux/macOS users, such as using VS Code or other IDEs instead of Visual Studio.
  • Clarify whether the Data Contract serializer recommendation applies to .NET Core/.NET 5+ workloads, which are cross-platform, or only .NET Framework (Windows-only).
  • Provide parity in upgrade instructions for Linux/macOS environments, including PowerShell Core (pwsh) or Bash examples.
  • Explicitly state any Windows-only limitations if applicable, so Linux/macOS users are aware.
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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