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 strong Windows bias. It focuses almost exclusively on PowerShell scripts and Windows-based tools (such as Azure PowerShell and AzureFileCopy), with all code examples using PowerShell and referencing Windows-specific VM images. There are no Bash or Linux shell script examples, and Linux alternatives (such as AzCopy CLI usage or Bash scripting) are not mentioned. The documentation also presents Windows-based approaches first and does not provide parity for Linux users.
Recommendations
  • Add equivalent Bash or shell script examples for deploying ARM templates, using the Azure CLI (az) instead of PowerShell.
  • Include YAML pipeline examples that use 'ubuntu-latest' or other Linux VM images, demonstrating cross-platform compatibility.
  • Document usage of AzCopy from Linux, and provide instructions for copying files using native Linux tools.
  • Mention and link to Linux-friendly tools and patterns alongside Windows options, ensuring both are covered equally.
  • Reorder sections or provide parallel examples so that Linux and Windows approaches are presented together, not with Windows first.
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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