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
Summary:
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal for each scenario. While Azure CLI is cross-platform, the inclusion of Azure PowerShell (which is traditionally associated with Windows, though now available cross-platform) and the explicit labeling of 'Azure PowerShell' examples before any mention of Linux-native tools or shell environments introduces a subtle Windows bias. There are no Linux shell (bash, zsh) or scripting examples, nor is there any mention of Linux-specific usage patterns. The ordering of examples (CLI, then PowerShell, then Portal) also places Windows-oriented tooling before Linux-native alternatives.
Recommendations:
  • Add explicit bash/zsh shell examples using Azure CLI to demonstrate usage in Linux environments (e.g., with jq for parsing).
  • Clarify that Azure CLI commands are cross-platform and can be used in both Windows and Linux environments.
  • Consider including example scripts or usage patterns for Linux automation (e.g., bash scripts, cron integration).
  • If PowerShell is included, note that PowerShell Core is available on Linux and macOS, and provide a Linux PowerShell example if relevant.
  • Review the ordering of examples to avoid always placing Windows-oriented tools (PowerShell) before Linux-native or cross-platform tools.
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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 ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets

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