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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page exhibits a strong Windows bias. All examples, instructions, and resource deployments are centered around Windows Server and Windows 10 VMs. Only Windows domain controllers are referenced, and all Kerberos authentication steps assume a Windows environment. Powershell is the exclusive scripting tool used for automation and configuration, with no mention of Linux equivalents. There are no examples or guidance for configuring Kerberos authentication with Linux VMs, nor are Linux-based domain controllers (such as Samba/FreeIPA) discussed.
Recommendations
  • Add parallel examples for deploying and configuring Kerberos authentication with Linux VMs (e.g., Ubuntu, CentOS) in Azure.
  • Include instructions for setting up a Linux-based domain controller (such as Samba or FreeIPA) and joining Linux VMs to the domain.
  • Provide bash/CLI examples for ARM template deployment and VM configuration, alongside Powershell.
  • Reference Linux documentation for Kerberos authentication and Active Directory integration.
  • Clarify any Azure Bastion limitations regarding Linux Kerberos support, and provide workarounds or alternatives if available.
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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
2026-01-12 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

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