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 both Azure CLI and Azure PowerShell examples for deploying ZRS managed disks, but there is notable bias towards Windows/PowerShell. PowerShell examples are extensive and use Windows-centric patterns (e.g., Windows VM images, Windows credentials, ConvertTo-SecureString), and PowerShell is presented before Linux-friendly alternatives in some sections. Resource Manager Template examples also use PowerShell commands for deployment, rather than cross-platform CLI or ARM template JSON. The Azure CLI examples use Ubuntu images, but PowerShell and ARM sections default to Windows images and Windows-specific configuration.
Recommendations
  • Provide ARM template deployment examples using pure JSON and Azure CLI, not PowerShell.
  • Add PowerShell examples for Linux VM images and credentials, or clarify how to adapt for Linux.
  • Ensure Azure CLI and PowerShell examples are equally detailed and placed side-by-side, not with PowerShell first.
  • Explicitly mention cross-platform compatibility and how Linux/macOS users can use Azure CLI or ARM templates.
  • Where possible, avoid Windows-specific credential patterns (e.g., ConvertTo-SecureString) in generic deployment examples.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Biased Biased
2026-03-09 00:00 #472 in_progress Biased Biased
2026-03-08 00:00 #468 in_progress Biased Biased
2026-03-07 00:00 #464 in_progress Biased Biased
2026-03-06 00:00 #460 in_progress Biased Biased
2026-03-05 00:00 #456 in_progress Biased Biased
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Biased Biased
2026-03-02 00:00 #444 in_progress Biased Biased
2026-03-01 00:00 #440 in_progress Biased Biased
2026-02-28 00:00 #436 in_progress Biased Biased
2026-02-27 00:00 #432 in_progress Biased Biased
2026-01-14 00:00 #252 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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