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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing ASP.NET (Windows-centric) scenarios, referencing Windows node pools as a requirement for ASP.NET apps, and linking to Windows Dockerfile optimization. There is a lack of Linux-specific examples, guidance, or parity for Java apps, which typically run on Linux. The documentation does not mention Linux node pools, Linux container best practices, or provide Linux-centric migration steps.
Recommendations
  • Add explicit guidance and examples for Linux node pools, especially for Java web apps, including cost breakdowns and readiness assessments.
  • Include links to Linux Dockerfile optimization and best practices for Linux containers in AKS.
  • Clarify when to use Windows vs. Linux node pools based on app type, and provide migration steps for both environments.
  • Ensure screenshots and instructions show both Windows and Linux scenarios where applicable.
  • Balance references to Windows tools with equivalent Linux tools and patterns, such as referencing Linux container management and troubleshooting resources.
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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