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
powershell_heavy
Summary
The documentation demonstrates a Windows bias by consistently referencing Windows-centric tools (Active Directory, Windows Server, Windows Hello for Business, Privileged Access Workstations), and by providing examples and recommendations that assume a Windows environment. There is a lack of Linux-specific guidance, tools, or examples, and Windows terminology and solutions are presented as defaults or first options. PowerShell and Windows-specific management patterns are referenced, while Linux equivalents (such as Azure CLI, SSH, or Linux authentication mechanisms) are rarely mentioned or omitted.
Recommendations
  • Include Linux-specific examples and workflows for identity and access management, such as using Azure CLI, SSH keys, and Linux authentication mechanisms.
  • Reference Linux-compatible tools and patterns alongside Windows tools (e.g., mention Azure CLI and Bash scripts in addition to PowerShell).
  • Provide guidance for integrating Azure identity management with Linux-based on-premises directories (such as LDAP or FreeIPA) and hybrid environments.
  • Describe how password policies, MFA, and privileged access management can be implemented and monitored on Linux systems.
  • Offer parity in workstation security recommendations, such as secure Linux admin workstations, and discuss Linux equivalents to Privileged Access Workstations.
  • Ensure that all examples, especially for automation and scripting, include both PowerShell and Bash/CLI versions.
  • Explicitly state cross-platform support and highlight any differences or considerations 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased