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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. PowerShell and Windows-specific cmdlets (Az modules, internal cmdlets) are referenced and exemplified throughout, with no mention of Linux shell equivalents or cross-platform CLI usage. All scripting examples outside Python are PowerShell-based, and the guidance for complex variable types and management is exclusively tied to Windows PowerShell. There are no Bash, Azure CLI, or Linux-native examples, and Windows terminology is used as the default context.
Recommendations
  • Add examples using Azure CLI for variable management, which is cross-platform and works on Linux/macOS.
  • Include Bash or shell script samples for common variable operations, especially for Linux Hybrid Runbook Workers.
  • Clarify which features and cmdlets are available on Linux/macOS, and note any platform-specific limitations.
  • Present examples in a platform-neutral order (e.g., Azure portal, Azure CLI, PowerShell, Python) rather than Windows-first.
  • Explicitly mention Linux/macOS compatibility for runbooks and DSC configurations where relevant.
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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