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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation is heavily biased toward Windows environments, with all examples and instructions using Windows PowerShell, Windows-specific modules, and Windows AD tools. There are no Linux or cross-platform instructions, nor any mention of how to perform these steps from a Linux system or using non-Windows tools. The documentation assumes the administrator is working from a domain-joined Windows machine and does not provide parity for Linux users.
Recommendations
  • Add instructions or guidance for performing AD DS authentication enablement from Linux systems, if supported.
  • Provide examples using Azure CLI or REST API where possible, which are cross-platform.
  • Explicitly state platform requirements and limitations at the beginning of the document.
  • If Linux is not supported for these operations, clarify this and suggest alternatives or workarounds.
  • Include troubleshooting and verification steps that can be performed from Linux clients, such as mounting Azure Files with AD DS credentials from Linux (if supported).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets