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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is given extensive coverage with multiple detailed scripts, including scenarios for availability sets and local execution. The CLI section is present and cross-platform, but is less detailed than PowerShell. The Terraform example references a Windows VM quickstart, and the code sample is for a Windows VM. There are no explicit Linux-specific examples, and Windows tools/patterns (PowerShell, Windows VM resource blocks) are mentioned first or exclusively in several places.
Recommendations
  • Add explicit Linux VM examples in the Terraform section, referencing azurerm_linux_virtual_machine and providing sample code.
  • Balance PowerShell and CLI coverage by expanding CLI examples to cover all scenarios shown for PowerShell, including availability sets and local execution.
  • Reference Linux quickstart documentation alongside Windows quickstart in the Terraform section.
  • Ensure that examples and code samples alternate or equally represent both Windows and Linux VMs.
  • Add notes clarifying that Azure CLI commands work identically on Linux, macOS, and Windows, and provide shell script examples where appropriate.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Biased Biased

Flagged Code Snippets