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 demonstrates a moderate Windows bias, especially in sections discussing legacy authentication and infrastructure. It exclusively references Windows-centric technologies (Active Directory, ADFS, NTLM/Kerberos), provides links to Windows Server documentation, and describes deployment patterns using Windows domain controllers. There are no Linux or cross-platform equivalents mentioned, nor are Linux-based identity solutions or examples provided. Even in browser instructions, Internet Explorer is referenced before alternatives. Modern authentication sections are more neutral, but legacy and infrastructure guidance is Windows-focused.
Recommendations
  • Include guidance or references for Linux-based identity solutions (e.g., LDAP, Samba, MIT Kerberos) where appropriate, especially for legacy authentication scenarios.
  • Provide examples or documentation links for deploying identity infrastructure on Linux VMs in Azure, or clarify if/why only Windows is supported.
  • Mention cross-platform tools and patterns for identity management, such as Azure AD Connect alternatives for Linux, if available.
  • When discussing browser compatibility, avoid prioritizing Internet Explorer and mention Linux/macOS browsers equally.
  • Explicitly state platform limitations (if any) and offer workarounds or alternatives for non-Windows users.
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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets