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_tools
windows_first
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal for each scenario. Azure PowerShell is a Windows-centric tool, and its inclusion alongside Azure CLI (which is cross-platform) is standard for Microsoft docs. However, there are no explicit Linux shell (bash) examples, and PowerShell is always given as a primary automation example. There are no references to Linux-specific tools or shell scripting, and PowerShell is presented on equal footing with CLI, which may suggest a Windows bias. Additionally, PowerShell examples are always present, but there are no bash or Linux-native command examples.
Recommendations
  • Add explicit bash or shell script examples for each scenario to demonstrate Linux parity.
  • Clarify in the documentation that Azure CLI commands work identically on Windows, Linux, and macOS, and provide sample shell invocations (e.g., bash, zsh).
  • Consider including notes or tabs for Linux users, such as 'Bash (Linux/macOS)' alongside 'Azure CLI' and 'Azure PowerShell'.
  • If PowerShell is included, clarify that PowerShell Core is cross-platform, or otherwise indicate when a command is Windows-only.
  • Highlight any differences or prerequisites for running these commands on Linux (e.g., installation steps for Azure CLI or PowerShell Core on Linux).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

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

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

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

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

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