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
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation shows evidence of Windows bias. The 'Create resource group' step is included via a PowerShell-specific include file, with no mention or example of the equivalent Azure CLI or Bash command. In the prerequisites, OpenSSL is mentioned as required on 'Windows or Linux', but no platform-specific setup or parity is discussed. The only explicit resource cleanup example uses Azure CLI, but the initial resource group creation is PowerShell-only. There are no Linux-specific or cross-platform shell examples for resource group creation, registration, or member creation.
Recommendations:
  • Provide both PowerShell and Azure CLI (Bash) examples for resource group creation and other resource management steps.
  • Ensure that any included steps (such as 'Create resource group') have Linux/Bash equivalents, or explicitly link to cross-platform instructions.
  • Review all included snippets and ensure parity between Windows and Linux tooling, especially for setup and resource management.
  • Where possible, default to Azure CLI examples, as they are cross-platform, or present both PowerShell and CLI side by side.
  • Clarify in the prerequisites and setup sections that all steps can be performed on both Windows and Linux, with instructions for each.
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Scan History

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

Flagged Code Snippets