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 page is strongly Linux-focused, as AKS container security features (user-namespaces, AppArmor, seccomp) are only available on Linux nodes. However, there is some mild Windows bias in the 'Before you begin' section, where Windows tools (Azure PowerShell, Azure portal) are mentioned alongside Azure CLI for cluster creation, and in the references to limitations (explicitly calling out lack of support for Windows node pools). No PowerShell-only examples are given, and all technical walkthroughs use Linux-native tools and concepts. There are no examples or guidance for securing containers on Windows node pools, and the documentation does not provide Linux alternatives for Windows-only features.
Recommendations
  • Clarify that all technical steps and examples are for Linux node pools only, and provide a clear section for Windows node pool users explaining what security features are (and are not) available.
  • If possible, add parity guidance for Windows node pools (e.g., mention Windows container security features, or link to relevant documentation).
  • In the 'Before you begin' section, list Azure CLI first (as it is cross-platform), and clarify that Azure PowerShell and Azure portal are available on Windows and macOS, but Linux users may prefer CLI.
  • Explicitly state that Linux security features (AppArmor, seccomp, user-namespaces) do not apply to Windows containers, and provide links to Windows container security documentation.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #240 in_progress Clean Clean
2026-02-11 00:00 #236 in_progress Clean Clean
2026-02-10 00:00 #232 completed Clean Clean
2026-01-13 23:55 #119 completed Biased Biased
2026-01-13 06:17 #110 completed Biased Biased
2026-01-12 00:00 #102 completed Biased Biased

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