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_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias, especially in sections related to SQL Server authentication, WCF/MSMQ, and certificate management. Windows Authentication is recommended as the default for SQL Server, with little mention of Linux alternatives. WCF/MSMQ examples and configuration are inherently Windows-centric, and certificate guidance refers to Windows Server certificate services and MakeCert.exe. There is a lack of Linux/macOS-specific examples or guidance, and Windows-based tools and patterns are mentioned before cross-platform or open-source equivalents.
Recommendations
  • Include equivalent Linux/macOS authentication patterns and examples, such as Kerberos integration for SQL Server on Linux.
  • Provide guidance for certificate management using cross-platform tools like OpenSSL, especially in sections currently referencing Windows Server certificate services or MakeCert.exe.
  • Add examples for securing services using Linux-native mechanisms (e.g., PAM, SELinux, systemd) where appropriate.
  • For WCF/MSMQ, clarify platform limitations and suggest alternatives for cross-platform messaging and authentication (e.g., RabbitMQ, gRPC, or other open standards).
  • Ensure that examples and recommendations are presented in a platform-neutral order, or provide parallel examples for both Windows and Linux/macOS.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

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