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
Summary
The documentation demonstrates a moderate Windows bias. Windows terminology, tools, and patterns (such as guest user accounts, local admin privileges, File Server role, IIS/ASP.NET, and SCCM) are referenced more frequently and in greater detail than Linux equivalents. Windows authentication and credential patterns are described first and in more depth, while Linux instructions are less explicit. Some features (e.g., File Server discovery) are Windows-only, and Linux-specific examples or guidance are sparse or missing.
Recommendations
  • Provide explicit Linux credential setup instructions and examples, including supported authentication methods and required permissions.
  • Clarify Linux support for features like file server discovery, or explicitly state limitations and alternatives (e.g., Samba/NFS discovery for Linux).
  • Include Linux-first or Linux-parity examples for credential provisioning, software inventory, and role/feature discovery.
  • Balance references to Windows tools (e.g., SCCM, IIS) with Linux equivalents (e.g., Samba, Apache, Nginx, package managers).
  • Add troubleshooting guidance for Linux-specific discovery issues.
  • Clearly indicate which features are Windows-only and suggest workarounds or alternatives for Linux users.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased