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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows-centric bias by providing only PowerShell and Windows tool examples for Active Directory management, referencing Windows-specific registry keys and Group Policy settings, and omitting equivalent Linux or cross-platform instructions. Azure CLI is mentioned, but only as an alternative to PowerShell, and no Linux-native AD management tools or workflows are discussed. The documentation assumes a Windows AD DS environment and does not address Linux-based AD integration or management scenarios.
Recommendations:
  • Provide equivalent Linux command-line examples (e.g., using 'realm', 'adcli', or 'ldapmodify') for managing AD user attributes and Kerberos encryption types.
  • Include guidance for managing Active Directory from Linux systems, such as using Samba tools or openldap utilities.
  • When referencing PowerShell or Windows tools, offer parallel instructions for Azure CLI, Bash, or other cross-platform tools where possible.
  • Explicitly mention any platform limitations or prerequisites (e.g., if certain features require Windows-only tools) and suggest workarounds or alternatives for Linux administrators.
  • Add examples or links for integrating Azure NetApp Files with Linux-based AD environments or with non-Windows clients.
  • Reorder sections or examples to present cross-platform or platform-neutral approaches before Windows-specific instructions where feasible.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-08-12 00:00 #78 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ❌ Biased
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ❌ Biased
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-07 00:00 #73 completed ❌ Biased
2025-08-06 00:00 #72 completed ✅ Clean
2025-08-05 00:00 #71 completed ❌ Biased
2025-08-04 00:00 #70 in_progress ❌ Biased
2025-08-03 00:00 #69 completed ❌ Biased
2025-08-02 00:00 #68 in_progress ❌ Biased
2025-08-01 00:00 #67 completed ❌ Biased
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets