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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. In sections discussing how to find the sAMAccountName, Windows AD tools are mentioned before Linux/SAMBA alternatives, and the only explicit tool reference is to 'standard Windows AD tools.' There is no mention of Linux GUI tools or command-line alternatives for directory browsing, and the Windows approach is described in more detail. Some troubleshooting steps (e.g., password changes) reference the Azure portal, which is platform-neutral, but there are no PowerShell-specific commands or examples. However, Linux commands (e.g., kinit, net ads search, export KRB5_TRACE) are present, but not always introduced with parity to Windows methods.
Recommendations:
  • When listing ways to find sAMAccountName, mention Linux/SAMBA command-line methods before or alongside Windows tools.
  • Provide explicit Linux GUI or CLI alternatives for browsing Active Directory (e.g., using 'ldbsearch', 'ldapsearch', or 'adcli').
  • If referencing Windows AD tools, also reference equivalent Linux tools with example commands.
  • Ensure that all troubleshooting steps that mention Windows-specific tools or portals also mention Linux-friendly methods where possible.
  • Consider adding a table or section summarizing both Windows and Linux approaches for common administrative tasks.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

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