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
missing_linux_example
windows_first
Summary
The documentation exclusively provides instructions and examples using Windows-centric tools (PowerShell, AzFilesHybrid, Active Directory PowerShell), with no mention of Linux equivalents or cross-platform alternatives. All code samples are in PowerShell, and prerequisites explicitly require Windows environments. There is no guidance for administrators working from Linux or macOS systems.
Recommendations
  • Provide equivalent instructions for Linux environments, such as using LDAP tools (e.g., ldapmodify, ldappasswd) or cross-platform scripting languages (Python with ldap3).
  • Clarify whether password rotation and Kerberos key management can be performed from non-Windows clients, and document any limitations.
  • Include examples using Azure CLI or REST API if available, as these are cross-platform.
  • Explicitly state platform requirements and, if Windows is required, explain why and suggest alternatives or workarounds for Linux/macOS users.
  • Add a section comparing Windows and Linux approaches, highlighting any differences in procedure or tooling.
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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