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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell cmdlets as the primary automation interface, mentioning Azure Resource Manager and PowerShell together, and omitting any explicit mention of Linux tools, Bash, or cross-platform scripting examples. There are no Linux-specific authentication workflows, nor are there examples or guidance for Linux users. The documentation assumes a Windows-centric approach to automation, both in terminology and in the tools referenced.
Recommendations
  • Include examples of authenticating and automating tasks using Bash, Azure CLI, or Python scripts, not just PowerShell.
  • Explicitly mention that Azure Automation supports both Windows and Linux Hybrid Runbook Workers, and provide parity in examples.
  • Add sections or notes describing how Linux users can authenticate and interact with Azure Automation, including any differences in setup or permissions.
  • Reference cross-platform tools (e.g., Azure CLI) alongside PowerShell, and avoid presenting Windows tools or patterns first or exclusively.
  • Provide links to Linux-specific or cross-platform documentation where appropriate.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #402 in_progress Clean Clean
2026-02-19 00:00 #398 in_progress Clean Clean
2026-02-18 00:00 #394 in_progress Clean Clean
2026-02-17 00:00 #390 in_progress Clean Clean
2026-02-16 00:00 #386 in_progress Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased