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

Bias Types:
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a strong bias toward Windows and PowerShell usage. All command-line examples are provided exclusively in Azure PowerShell, with no Azure CLI (cross-platform) or Bash examples. The instructions for deploying, validating, and cleaning up resources rely solely on PowerShell scripts, which are more familiar to Windows users. There is no mention or example of using the Azure CLI, which is commonly used on Linux and macOS, nor are there Bash or shell script equivalents. This limits accessibility and parity for Linux and macOS users.
Recommendations:
  • Provide equivalent Azure CLI examples for all PowerShell scripts, including deployment, validation, and cleanup steps.
  • Explicitly mention that Azure Cloud Shell supports both PowerShell and Bash, and show how to select the Bash environment.
  • Include Bash script snippets where appropriate, especially for steps that involve scripting or automation.
  • Reorder or parallelize instructions so that CLI/Bash and PowerShell examples are presented together, ensuring equal prominence.
  • Link directly to Azure CLI documentation and reference pages, not just PowerShell resources.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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