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_first
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. PowerShell is presented as the primary scripting interface, with cmdlets and examples focused exclusively on Windows PowerShell and Az modules. Windows terminology (e.g., 'Windows Hybrid Runbook Worker') is used throughout, and there are no Bash, CLI, or Linux-native examples or references. The documentation does not mention or provide parity for Linux shell scripting, nor does it discuss how to manage variables from Linux environments or with cross-platform tools. Python examples are included, but only in the context of Azure Automation runbooks, not general Linux usage.
Recommendations
  • Add Azure CLI examples for variable management, showing equivalent operations to PowerShell cmdlets.
  • Include Bash shell scripting examples for accessing and managing variables, especially for Linux Hybrid Runbook Workers.
  • Clarify cross-platform compatibility of cmdlets and tools, and explicitly mention Linux support where applicable.
  • Reorder sections so that platform-neutral or cross-platform approaches (e.g., Azure CLI, REST API) are presented before Windows-specific tools.
  • Add notes or guidance for Linux users, including any prerequisites or differences in workflow.
  • Avoid using 'Windows PowerShell' as the default term; use 'PowerShell' or specify when instructions are platform-specific.
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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 Clean Clean
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

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