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
windows_first
Summary
The documentation is generally platform-neutral, focusing on Azure Service Fabric Reliable Collections serialization concepts and .NET code examples. However, in the 'Next steps' section, Windows-centric tools (Visual Studio and PowerShell) are mentioned before any Linux/macOS alternatives, and no Linux-native upgrade tooling is referenced. There are no Linux-specific examples or guidance, which may create minor friction for non-Windows users.
Recommendations
  • Add links or references to Linux/macOS-compatible upgrade tools, such as Azure CLI or Service Fabric CLI (sfctl), in the 'Next steps' section.
  • Include examples or guidance for performing application upgrades on Linux-based Service Fabric clusters.
  • Clarify that the serialization concepts and code samples are applicable across platforms, and note any platform-specific differences if relevant.
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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 Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Clean Clean
2026-02-01 00:00 #328 completed Clean Clean
2026-01-31 00:00 #324 completed Clean Clean
2026-01-30 00:00 #320 completed Clean Clean
2026-01-07 06:10 #227 cancelled Clean Clean