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 clear Windows bias by focusing exclusively on PowerShell scripts and Windows-based tools/tasks (e.g., AzurePowerShell, AzureFileCopy), with examples and YAML pipelines using 'windows-latest' VM images. There are no Linux shell script equivalents, nor are cross-platform alternatives (such as Bash or AzCopy CLI usage on Linux) mentioned or demonstrated. Windows tools and patterns are presented first and exclusively, with no parity for Linux users.
Recommendations
  • Provide equivalent examples using Bash scripts and the Azure CLI for ARM template deployment.
  • Demonstrate pipelines using 'ubuntu-latest' or other Linux VM images, especially for file copy and deployment tasks.
  • Mention and show usage of AzCopy CLI in a cross-platform context, including Linux and macOS.
  • Add notes or sections highlighting cross-platform compatibility and differences, guiding users on how to adapt instructions for Linux environments.
  • Ensure all PowerShell script references have corresponding Azure CLI or Bash alternatives where possible.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
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

Flagged Code Snippets