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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell cmdlets are listed as a primary onboarding method before mentioning Azure CLI, Bicep, and REST API; references to authentication and permissions link to Windows-specific guides; examples and operational details (such as job execution under the 'System' account) are described for Windows first, with Linux mentioned secondarily or generically. There are no Linux-specific examples, troubleshooting steps, or references to Linux-native tools or patterns. The documentation assumes familiarity with Windows concepts and tools, and does not provide parity for Linux users.
Recommendations
  • Provide Linux-specific examples and walkthroughs for installation, configuration, and troubleshooting, including shell commands and references to Linux-native tools.
  • Ensure that onboarding and management methods (Azure CLI, REST API, Bicep) are listed before or alongside PowerShell, not after.
  • Add explicit references and links to Linux authentication and permissions guides, including details on the 'nxautomation' account and how to manage credentials on Linux.
  • Include troubleshooting steps and operational details specific to Linux environments.
  • Balance references to Windows and Linux throughout the documentation, ensuring that both platforms are equally represented in examples, diagrams, and instructions.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased