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
Summary
The documentation provides ARM template examples for both Linux and Windows VM extensions, ensuring parity in template content. However, all deployment commands and walkthroughs use Azure PowerShell exclusively, with no Azure CLI or Bash examples. The deployment instructions and command-line samples are PowerShell-heavy and do not mention or demonstrate Linux-native tools or workflows. Additionally, PowerShell commands are presented first and exclusively, which may create friction for Linux/macOS users who prefer Bash or Azure CLI.
Recommendations
  • Add equivalent Azure CLI deployment commands and walkthroughs alongside PowerShell examples.
  • Explicitly mention that both PowerShell and Azure CLI can be used for ARM template deployments, and link to Azure CLI documentation.
  • Provide example Bash scripts for Linux users, especially for template deployments.
  • Consider ordering examples so that CLI and PowerShell are presented together, or alternate which comes first.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #238 in_progress Clean Clean
2026-02-11 00:00 #234 in_progress Clean Clean
2026-02-10 00:00 #230 completed Biased Biased
2026-01-25 00:00 #166 completed Biased Biased
2026-01-24 00:00 #162 completed Biased Biased
2026-01-23 00:00 #158 completed Biased Biased
2026-01-13 06:17 #108 completed Biased Biased
2026-01-12 00:00 #100 completed Biased Biased
2026-01-10 00:00 #93 completed Biased Biased
2026-01-06 22:28 #79 completed Clean Clean

Flagged Code Snippets