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_first
windows_tools
Summary
The documentation provides parity for both Linux and Windows VMs in terms of feature applicability and mentions both RDP (Windows) and SSH (Linux) for VM access. However, there is a notable bias in the scripting and automation sections: PowerShell is given a dedicated tab alongside Azure CLI, and ARM templates, and is used for both Windows and cross-platform scenarios. The PowerShell tab is presented with equal prominence as the CLI, but PowerShell is a Windows-native tool, and the template deployment steps also use PowerShell commands (e.g., New-AzResourceGroupDeployment, Stop-AzVM) rather than cross-platform CLI equivalents. Additionally, the PowerShell tab appears before the Template tab, and PowerShell is used for ARM template deployment, which could create friction for Linux/macOS users. There are no Linux shell (bash) or macOS-specific examples for template deployment, and the documentation assumes familiarity with PowerShell cmdlets for automation.
Recommendations
  • Add bash (Azure CLI) examples for ARM template deployment, showing how to deploy templates using az deployment group create.
  • Clarify that PowerShell is optional and provide equivalent CLI commands for all automation steps.
  • Where PowerShell is used for template deployment, provide a CLI alternative or explicitly note that PowerShell is not required.
  • Consider reordering tabs so that cross-platform tools (CLI, Template) appear before PowerShell.
  • In the prerequisites and best practices, briefly mention that all steps can be performed from Linux/macOS using Azure CLI or Cloud Shell.
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Scan History

Date Scan Status Result
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-26 00:00 #304 completed Biased Biased
2026-01-24 00:00 #296 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets