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 bias. All troubleshooting examples and code snippets use PowerShell cmdlets (e.g., Connect-AzAccount, Get-AzVM), which are native to Windows and not directly usable on Linux without installing PowerShell Core. There are no Bash, CLI, or Linux-native examples provided. The troubleshooting steps and error messages reference Windows-centric tools and workflows, such as PowerShell runbooks and Windows environment variables, with no mention of Linux alternatives or Azure CLI usage. This may hinder Linux users from effectively troubleshooting managed identity issues in Azure Automation.
Recommendations
  • Add equivalent troubleshooting steps and code examples using Azure CLI (az) and Bash scripts, which are native to Linux environments.
  • Include guidance for running runbooks on Linux Hybrid Runbook Workers, with examples using Bash or Python.
  • Explicitly mention cross-platform compatibility for each scenario, clarifying whether steps apply to both Windows and Linux Automation accounts.
  • Provide links to documentation on installing and using PowerShell Core on Linux, if PowerShell-based troubleshooting is required.
  • Ensure error messages and resolutions reference tools and commands available on both Windows and Linux platforms.
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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

Flagged Code Snippets