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 page demonstrates a strong Windows and PowerShell bias. All code samples and automation instructions exclusively use PowerShell cmdlets and patterns, with no mention of Bash, Azure CLI, or Linux-native tooling. The guidance for Hybrid Runbook Worker setup and module installation is written for elevated PowerShell prompts, which are specific to Windows environments. There are no Linux or cross-platform examples, and Windows-centric terminology and tools are presented first and exclusively.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for connecting and managing Azure SQL databases.
  • Include instructions for installing required modules and running automation tasks on Linux-based Hybrid Runbook Workers.
  • Mention cross-platform compatibility of Azure Automation and clarify which steps/tools are Windows-specific.
  • Provide guidance for users who prefer Linux environments, including troubleshooting and environment setup.
  • Balance PowerShell examples with Azure CLI and REST API usage to ensure platform neutrality.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets