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_first
Summary
The documentation page primarily discusses data serialization in the context of Azure Service Fabric, which is cross-platform. However, in the 'Next steps' section, application upgrade tutorials are listed for Visual Studio and PowerShell, both of which are Windows-centric tools. PowerShell is mentioned as a primary upgrade method, and there is no mention of Linux/macOS CLI or tooling alternatives, nor are Linux-specific examples provided. The serialization discussion is focused on C# and .NET, but this is appropriate for Service Fabric workloads.
Recommendations
  • Add links or references to application upgrade tutorials using Azure CLI or Service Fabric CLI (sfctl), which are cross-platform and commonly used on Linux/macOS.
  • Clarify that PowerShell and Visual Studio are Windows-centric, and provide Linux/macOS alternatives where possible.
  • Consider including examples or guidance for upgrading Service Fabric applications on Linux clusters, if supported.
  • Ensure parity in 'Next steps' by listing Linux/macOS-friendly tools alongside Windows tools.
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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