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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by including a PowerShell-based resource group creation step (via an include file) without providing equivalent Linux (Bash/Azure CLI) instructions. The use of PowerShell is implied as the default, and there are no explicit Linux command-line examples or parity in tooling. While OpenSSL is mentioned as a prerequisite for both Windows and Linux, the operational steps and examples are Windows-centric.
Recommendations
  • Provide parallel instructions for resource group creation using Azure CLI (Bash) alongside the PowerShell example.
  • Explicitly mention and show Linux command-line examples where applicable, not just Windows/PowerShell.
  • Ensure that all included snippets (such as resource group creation) have both Windows (PowerShell) and Linux (Bash/CLI) variants, or clarify that the instructions are cross-platform.
  • Review included files (e.g., powershell-resource-group-create.md) to ensure Linux parity or add a note linking to Linux equivalents.
  • Consider reordering or presenting Windows and Linux instructions side-by-side to avoid implicit prioritization of Windows.
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Scan History

Date Scan Status Result
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased