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 exhibits a moderate Windows bias. It references Windows-specific technologies (WCF, ASP.NET, Windows Groups), and configuration examples are provided only for Windows-centric frameworks (WCF, ASP.NET Web API). Authorization examples use Windows roles and groups, with no mention of Linux equivalents (such as POSIX ACLs, Linux groups, or open-source web frameworks). There are no Linux or cross-platform code/configuration samples, and Windows patterns are presented as defaults.
Recommendations
  • Include Linux-specific examples for ACLs, such as using setfacl or chmod/chown for file permissions.
  • Provide equivalent authorization configuration samples for popular Linux web frameworks (e.g., Flask, Django, Express.js) alongside ASP.NET examples.
  • Mention Linux group/user management and sudoers configuration when discussing least privilege principles.
  • For WCF and Windows Groups, add notes or examples for Linux alternatives (e.g., using PAM, systemd, or application-level RBAC).
  • Where Windows roles/groups are referenced, clarify cross-platform approaches and provide links to Linux documentation.
  • Ensure that all code/configuration samples have Linux or cross-platform equivalents, not just Windows/.NET.
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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