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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell and Az/AzureRM cmdlets for all examples and recommendations, which are primarily Windows-centric tools. There are no references to Linux-native tools, Bash, Azure CLI, or cross-platform scripting approaches. All code samples and troubleshooting steps assume a Windows/PowerShell environment, potentially excluding Linux users or those using other shells.
Recommendations
  • Add equivalent examples using Azure CLI (az) commands, which are cross-platform and commonly used on Linux.
  • Include Bash or shell script snippets demonstrating context management in Azure Automation.
  • Clarify which recommendations apply to PowerShell only, and provide guidance for Linux users or those using non-PowerShell runbooks.
  • Mention the availability of Azure Automation Hybrid Worker for Linux and how context switching is handled there.
  • Ensure troubleshooting steps and error messages include references to Azure CLI and Linux environments where applicable.
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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

Flagged Code Snippets