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
missing_linux_example
Summary
The documentation page for 'Advanced Application Upgrade Topics' in Azure Service Fabric heavily features PowerShell cmdlets for upgrade operations, with all command-line examples given in PowerShell syntax and explicit references to PowerShell module documentation. There are no examples or guidance for Linux/macOS users, such as using the Service Fabric CLI (sfctl) or REST APIs, nor is there mention of cross-platform tooling. The structure and examples assume Windows/PowerShell as the default environment, creating friction for non-Windows users.
Recommendations
  • Add equivalent examples using sfctl (Service Fabric CLI), which is cross-platform and supported on Linux/macOS.
  • Include REST API usage examples for upgrade operations, as these are platform-agnostic.
  • Mention and link to Linux/macOS-specific documentation or guides for Service Fabric application upgrades.
  • Clarify which features or commands are Windows-only, and provide alternatives for Linux/macOS where possible.
  • Reorder sections or examples so that cross-platform tools are presented alongside PowerShell, not only after or instead of.
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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