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
missing_linux_example
Summary
The documentation page demonstrates subtle Windows bias. Windows is frequently mentioned first (e.g., 'PowerShell cmdlets' listed before Azure CLI, and 'System account on Windows' before 'nxautomation on Linux'). The onboarding and management examples reference PowerShell and Windows-centric tools, with no explicit Linux shell or scripting examples. While Linux is acknowledged as a supported platform, there are no Linux-specific usage patterns or examples, and the documentation lacks parity in describing Linux workflows or troubleshooting steps.
Recommendations
  • Provide explicit Linux shell (bash) and Azure CLI examples alongside PowerShell cmdlets for onboarding and management.
  • Describe Linux-specific operational details, such as log locations, troubleshooting steps, and service management commands.
  • Ensure Linux is mentioned equally or first in lists and examples to avoid implicit prioritization of Windows.
  • Include screenshots or walkthroughs of Linux onboarding and management in addition to Windows.
  • Clarify any differences in permissions, accounts, or behaviors between Windows and Linux Hybrid Runbook Workers.
GitHub Create Pull Request

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