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 demonstrates a bias towards Windows environments and Microsoft technologies. Examples and configuration snippets are almost exclusively for .NET, WCF, and ASP.NET, with references to Windows roles, Windows groups, and Microsoft-specific identity providers (ADFS, Entra ID). There are no Linux-specific examples, nor are Linux tools, patterns, or equivalents mentioned. Windows-centric terminology (e.g., 'Builtin\Administrators', 'machine.config', 'app.config') is used without cross-platform alternatives or parity guidance.
Recommendations
  • Include Linux-specific examples for authorization, such as using POSIX ACLs, sudoers configuration, or systemd service permissions.
  • Mention Linux equivalents for user privilege management, e.g., use of /etc/passwd, /etc/group, and PAM modules.
  • Provide cross-platform code/configuration samples, such as showing both Windows and Linux ways to restrict access to files, directories, and services.
  • Reference identity providers and authentication mechanisms common in Linux environments (e.g., LDAP, Kerberos, OAuth2 providers like Keycloak).
  • When discussing RBAC, include Azure CLI and PowerShell examples alongside Bash and Linux command-line tools.
  • Clarify when recommendations are generic and when they are Windows-specific, and offer Linux alternatives where applicable.
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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 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets