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
powershell_heavy
windows_tools
Summary
The documentation page exhibits mild Windows bias. PowerShell examples and commands are provided before Azure CLI equivalents in several sections, and feature registration is demonstrated primarily with Azure PowerShell. The use of Windows-centric terminology (e.g., Active Directory, domain controllers) is prominent, and screenshots and walkthroughs focus on the Azure Portal (which is platform-agnostic but often associated with Windows workflows). Linux-specific patterns, troubleshooting, or command-line examples are not highlighted, and there is no mention of Linux shell scripting or integration with Linux-native tools.
Recommendations
  • Provide Linux shell (bash) examples alongside or before PowerShell examples, especially for feature registration and querying.
  • Expand CLI coverage: For every PowerShell command, offer an equivalent Azure CLI (bash-friendly) command and make it clear both are supported.
  • Include Linux-specific troubleshooting tips, especially for NFS volumes and DNS/domain controller connectivity.
  • Add notes or sections on using the documentation from Linux environments, including any differences in authentication, tooling, or scripting.
  • Ensure that examples and screenshots do not implicitly assume a Windows environment (e.g., avoid only showing PowerShell or Windows-style paths).
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-12 00:00 #78 cancelled Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-14 21:48 #50 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets