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
⚠️ windows_tools
Summary:
The documentation provides both Azure CLI and PowerShell examples throughout, but there is a notable emphasis on PowerShell, which is traditionally associated with Windows environments. In several places, PowerShell examples are listed before Azure CLI, and the documentation references Windows-specific scenarios (such as installing a certificate on a Windows VM). There are no explicit Linux shell (bash) examples, and the PowerShell examples use Windows-style syntax (e.g., backticks for line continuation). Additionally, the documentation references Windows tools and patterns without providing Linux-specific guidance or parity.
Recommendations:
  • Ensure that Azure CLI examples are always presented first or at least equally with PowerShell, as Azure CLI is cross-platform and more familiar to Linux users.
  • Add explicit bash/shell script examples where possible, especially for common deployment scenarios.
  • Avoid Windows-specific syntax in examples (such as PowerShell backticks) or provide equivalent Linux shell syntax.
  • When referencing VM scenarios, include both Windows and Linux VM examples or clarify when an example is Windows-only.
  • Review linked resources and quickstarts to ensure Linux parity and provide links to Linux-focused documentation where available.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

# [PowerShell](#tab/azure-powershell)
# [PowerShell](#tab/azure-powershell)
# [PowerShell](#tab/azure-powershell)
# [PowerShell](#tab/azure-powershell)
# [PowerShell](#tab/azure-powershell)