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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways. Windows operating system is set as the default for the jumpbox VM, and Windows VM examples are listed alongside Linux but often appear first or with more detail. The artifact parameters table includes separate entries for deploying Log Analytics Agents to Windows and Linux VMs, but the jumpbox and Active Directory sections default to Windows-centric patterns (e.g., Windows OS, Active Directory Domain Services). There are no explicit Linux-based alternatives or examples for jumpbox or domain services, and no mention of Linux-native identity or management solutions.
Recommendations
  • Provide Linux-first or Linux-equal examples for jumpbox deployment, including setting the default OS to Linux or showing both options equally.
  • Include guidance or references for deploying Linux-based identity management solutions (e.g., LDAP, FreeIPA) as alternatives to Active Directory Domain Services.
  • Ensure artifact parameters and deployment steps mention Linux options wherever Windows is mentioned, especially for VM OS selection and management.
  • Add explicit Linux deployment walkthroughs or screenshots alongside Windows-centric UI instructions.
  • Clarify that both Windows and Linux are supported for all relevant artifacts, and provide links to Linux-specific documentation where available.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean