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
powershell_heavy
missing_linux_example
Summary
The documentation page presents upgrade parameters for Service Fabric applications, but it exhibits Windows bias by prioritizing PowerShell and Visual Studio (Windows tools) in both structure and examples. The PowerShell and Visual Studio sections are detailed and appear first, while Linux-friendly tools (SFCTL CLI) are covered later and with less emphasis. There are no explicit Linux command examples or walkthroughs in the main content, and the parameter tables focus on PowerShell/Visual Studio, with SFCTL parameters separated. Although the 'Next steps' section links to Linux CLI guides, the main article lacks parity in examples and guidance for Linux/macOS users.
Recommendations
  • Add Linux/SFCTL CLI examples alongside PowerShell examples in parameter tables and explanations.
  • Reorganize the page so that SFCTL CLI (cross-platform) is presented equally or before Windows-specific tools.
  • Include explicit notes or guidance for Linux/macOS users in relevant sections.
  • Ensure parameter descriptions reference both Windows and Linux tools where applicable.
  • Consider adding a comparison table showing how to perform upgrades using PowerShell, Visual Studio, SFCTL CLI, and REST, with OS applicability.
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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