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
missing_linux_example
powershell_heavy
Summary
The documentation demonstrates a Windows bias in several ways: Windows authentication is recommended as the default for SQL Server connections, and Windows-based authentication is consistently listed before other options. Windows-specific tools and terminology (e.g., Kerberos, Windows Server certificate service, MakeCert.exe, MSMQ, WCF, ADFS) are referenced without Linux or cross-platform equivalents. There are no Linux-specific examples or guidance, and no mention of Linux authentication patterns or tools. Code/configuration examples (e.g., WCF, MSMQ) are Windows/.NET-centric, with no parity for Linux environments.
Recommendations
  • For every mention of Windows Authentication, add equivalent guidance for Linux environments (e.g., Kerberos on Linux, SQL authentication, or integration with Linux-based identity providers).
  • When listing authentication mechanisms, avoid always placing Windows-based options first; instead, order them neutrally or by relevance to cross-platform scenarios.
  • Where Windows tools (e.g., MakeCert.exe, Windows Server certificate service) are mentioned, provide Linux alternatives (e.g., OpenSSL, Let's Encrypt, Linux PKI guidance).
  • Include Linux-specific or cross-platform code/configuration examples, especially for authentication to SQL Server, certificate management, and service authentication.
  • For WCF/MSMQ and other .NET/Windows-specific technologies, either provide Linux/.NET Core equivalents or clearly indicate platform limitations.
  • Reference Linux documentation or community resources where appropriate, especially for open-source or cross-platform authentication solutions.
GitHub Create Pull Request

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

Flagged Code Snippets