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
Summary
The documentation page for Azure built-in roles exhibits mild Windows bias. Several roles and descriptions reference Windows-specific technologies (e.g., Windows Admin Center, Windows 365, SMB/NTFS permissions, Azure Stack HCI, SCVMM), and Windows terminology is used for equivalence (e.g., 'no built-in equivalent on Windows file servers', 'equivalent to a file share ACL of change on Windows file servers'). Windows-centric tools and patterns are mentioned, while Linux equivalents or cross-platform alternatives are not referenced. The ordering and naming of roles (e.g., Windows 365 roles, Windows Admin Center) also places Windows technologies before any Linux or open-source alternatives, and there is no mention of Linux-specific management tools or patterns.
Recommendations
  • Add references to Linux management tools (e.g., Cockpit, SSH, Ansible) where Windows Admin Center or Windows-specific management is mentioned.
  • Provide equivalence statements for Linux file permissions (e.g., POSIX ACLs) alongside SMB/NTFS permission references.
  • Include examples or descriptions for Linux-based virtual machines and management scenarios, especially in sections that currently only mention Windows technologies.
  • Balance the mention of Windows-specific roles with Linux or cross-platform roles, such as highlighting Azure's support for Linux VMs, containers, and open-source orchestration tools.
  • Where roles are described as having 'no built-in equivalent on Windows file servers', clarify if Linux/NFS/Samba equivalents exist, or explicitly state cross-platform limitations.
  • Review ordering and naming to ensure Linux and open-source technologies are not consistently placed after Windows technologies.
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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
2025-09-11 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
2025-08-29 00:01 #95 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean