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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows and PowerShell bias. The only supported deployment script type is PowerShell, with no mention of Bash or other Linux-native scripting options. Script examples, troubleshooting steps, and explanations are all PowerShell-centric. While Azure CLI examples are provided for some steps, the core deployment script is exclusively PowerShell, and references to PowerShell quoting rules and escape characters further reinforce the Windows-first approach. There is no guidance or parity for Linux shell scripting, nor any mention of how to achieve similar outcomes using Bash or other Linux tools.
Recommendations
  • Add support and examples for Bash deployment scripts in ARM templates, if available.
  • Provide equivalent Bash scripts for all PowerShell examples, especially for deployment scripts and troubleshooting.
  • Reference Linux shell quoting and escape rules alongside PowerShell-specific notes.
  • Clarify which features are Windows/PowerShell-only and suggest Linux alternatives or workarounds.
  • Ensure troubleshooting steps include Linux/Bash context, such as examining script outputs and errors in a Linux environment.
  • Explicitly mention platform limitations and roadmap for Linux parity if Bash scripting is not yet supported.
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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

Flagged Code Snippets