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_tools
windows_first
missing_linux_example
Summary
The documentation displays a moderate Windows bias, especially in the ASP.NET assessment workflow. It references Windows-specific requirements (e.g., Windows node pools for ASP.NET apps) and optimization of Windows Dockerfiles, without offering equivalent guidance for Linux-based ASP.NET Core or Java apps. Linux tools, patterns, or examples are not mentioned, and the cost assessment for ASP.NET apps is Windows-centric. The order of presentation and screenshots also tend to prioritize Windows scenarios.
Recommendations
  • Include explicit guidance and examples for Linux-based ASP.NET Core apps, which are commonly containerized and run on Linux nodes in AKS.
  • Add Linux Dockerfile optimization links and best practices alongside Windows Dockerfile references.
  • Clarify when Windows node pools are required (e.g., only for legacy ASP.NET Framework apps) and highlight that ASP.NET Core and Java apps can run on Linux node pools.
  • Provide cost assessment examples for Linux node pools and compare with Windows node pool costs.
  • Ensure screenshots and step-by-step instructions show parity between Windows and Linux scenarios.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased