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. In several sections, Windows workloads and tools are mentioned first or exclusively, such as in the 'Windows Apps and SQL Server solutions' and SAP NetWeaver sections, where Windows-specific technologies (e.g., DFS Namespaces, SMB, FSLogix) are highlighted. There are references to Windows tools and patterns (DFS-N, FSLogix, SMB) without always providing equivalent Linux/NFS or cross-platform alternatives. Some solution areas (e.g., Virtual Desktop Infrastructure) focus almost entirely on Windows-based technologies, with little or no mention of Linux-based desktop solutions. While Linux workloads are covered in detail in some sections, the overall structure and example ordering often prioritize Windows scenarios.
Recommendations
  • Ensure that for every Windows-specific example or tool (e.g., DFS-N, FSLogix, SMB), a Linux/NFS or cross-platform equivalent is provided and described with equal prominence.
  • When listing solution references, alternate or group by platform rather than consistently listing Windows first.
  • Expand Virtual Desktop Infrastructure coverage to include Linux-based VDI solutions, if supported.
  • In sections where Windows tools are discussed (e.g., DFS-N for SAP), provide parallel guidance for Linux/NFS-based approaches.
  • Review all example scenarios to ensure Linux and open-source workloads are given equal depth and visibility as Windows workloads.
  • Where possible, use neutral, cross-platform terminology and avoid implying Windows is the default or primary use case.
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Scan History

Date Scan Status Result
2026-02-04 00:00 #338 completed Clean Clean
2026-01-22 01:38 #286 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Clean Clean
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Clean Clean
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Biased Biased
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