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 page shows evidence of Windows bias. Windows authentication is presented as a primary authentication method alongside SQL authentication, with explicit examples and instructions. Troubleshooting steps and configuration instructions reference Windows-specific tools such as SQL Server Management Studio, SQL Server Configuration Manager, and Windows Firewall, with no mention of Linux equivalents or cross-platform alternatives. There are no examples or guidance for connecting from Linux environments, nor are Linux authentication patterns (e.g., Kerberos, integrated authentication on Linux) discussed.
Recommendations
  • Add examples and instructions for connecting from Linux environments, including relevant authentication methods (e.g., Kerberos, SQL authentication from Linux).
  • Provide troubleshooting steps for Linux, such as configuring remote access and enabling TCP/IP using Linux tools or command-line utilities.
  • Mention cross-platform SQL Server management tools (e.g., Azure Data Studio, sqlcmd) and provide usage examples.
  • Clarify which features (such as Windows authentication) are only available on Windows, and suggest alternatives for Linux users.
  • Include firewall configuration steps for Linux (e.g., using ufw or firewalld) alongside Windows Firewall instructions.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-21 00:00 #278 completed Biased Biased
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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets