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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a bias towards Windows-centric technologies and patterns. Examples and configuration snippets focus on Windows-specific frameworks (WCF, ASP.NET, .NET), and authorization mechanisms are described primarily in terms of Windows roles and groups. There is a lack of Linux or cross-platform equivalents, and no mention of Linux-specific tools, patterns, or configuration examples (such as file permissions, sudoers, or Linux ACLs). Windows terminology and technologies are presented first and exclusively, with no parity for Linux environments.
Recommendations
  • Include Linux-specific examples for authorization, such as using POSIX ACLs, sudoers configuration, and file permission management.
  • Provide parallel configuration snippets for Linux-based web frameworks (e.g., Flask, Django) and database access control (e.g., PostgreSQL, MySQL).
  • Discuss role-based access control in Linux environments, such as SELinux, AppArmor, or systemd service permissions.
  • Reference Linux tools and patterns (e.g., chown, chmod, setfacl) alongside Windows equivalents.
  • Ensure that examples and recommendations are balanced between Windows and Linux, or explicitly note platform-specific differences.
  • Add guidance for cross-platform cloud deployments, including Linux VM and container security best practices.
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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