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
Summary
The documentation includes several bulletins that are Windows-specific (e.g., WinSock, Windows Storage, NTLM hash disclosure), with detailed versioning and upgrade instructions for Windows node images. However, equivalent Linux-specific issues are also covered, and Linux node image upgrade instructions are present. There is a slight tendency to provide more granular versioning and upgrade guidance for Windows, and Windows issues are sometimes grouped together, but Linux is not omitted. No PowerShell-heavy examples or missing Linux examples are present, and the documentation does not default to Windows tools or patterns for general AKS operations.
Recommendations
  • Ensure that Linux and Windows node image upgrade instructions are equally detailed and accessible, possibly by providing parallel upgrade guidance sections for both OS types.
  • When listing affected versions or upgrade paths, present Linux and Windows information in parallel to avoid the perception of prioritizing one platform.
  • If providing troubleshooting steps or commands, always include both Linux and Windows variants where applicable.
  • Consider a summary table or matrix showing both Linux and Windows vulnerabilities and resolutions for quick cross-platform reference.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased