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
windows_tools
Summary
The documentation provides deployment examples for multiple platforms. However, the ASP.NET (classic) example is the only one that exclusively uses Windows runners and Windows-specific tools (NuGet, MSBuild), and it appears before the Linux/Ubuntu-based .NET Core example. All other language examples use Ubuntu runners and cross-platform tools. This ordering and tooling choice introduces a subtle Windows bias, especially for .NET developers.
Recommendations
  • Provide a Linux/Ubuntu-based example for ASP.NET (classic) if possible, or clarify that Windows is required and explain why.
  • Reorder the .NET Core and ASP.NET tabs so that the cross-platform .NET Core example appears first, emphasizing modern, cross-platform development.
  • Where Windows-specific tools are required, explicitly state the reason and, if possible, suggest cross-platform alternatives or workarounds.
  • Ensure parity in runner environments and tooling across all language examples to avoid implying Windows is the default or preferred environment.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased

Flagged Code Snippets