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 page lists .NET and ASP.NET Core libraries first in all tables and sections, which are traditionally associated with Windows development. No explicit Windows-only tools or PowerShell examples are present, and Linux is not mentioned at all. However, the ordering and focus on .NET/ASP.NET Core may subtly prioritize Windows-centric frameworks over cross-platform or Linux-first technologies.
Recommendations
  • Explicitly mention the cross-platform nature of .NET Core and ASP.NET Core, and clarify that these libraries are supported on Linux and macOS as well as Windows.
  • Rotate or randomize the order of frameworks in tables, or group them by language family rather than by traditional Windows-first frameworks.
  • Add a note or section highlighting Linux compatibility and any Linux-specific considerations for each library.
  • Where possible, provide examples or references for running the libraries on Linux (e.g., using .NET on Ubuntu, Java on CentOS, etc.).
  • Ensure that documentation does not implicitly suggest Windows is the default or primary platform by always listing Windows-associated frameworks first.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #237 in_progress Clean Clean
2026-02-11 00:00 #233 in_progress Clean Clean
2026-02-10 00:00 #229 completed Clean Clean
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Clean Clean
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean