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_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias, primarily through the heavy use of PowerShell examples and commands, reliance on Windows-centric tools (e.g., PowerShell cmdlets for resource deployment and file upload), and the use of Windows-style file paths in Docker examples. Linux/macOS equivalents (such as Bash scripts for resource deployment and file upload) are missing or only mentioned secondarily. This creates friction for non-Windows users, who must adapt or find alternative commands.
Recommendations
  • Provide Bash/Azure CLI examples for resource group and template deployment, and for uploading files to Azure Storage, alongside PowerShell examples.
  • Show Docker volume mount examples using Linux/macOS path syntax (e.g., /home/user/docker:/data) in addition to Windows paths.
  • Ensure that instructions for mounting directories and running scripts in Docker containers include both Windows and Linux/macOS workflows.
  • Clarify which steps are OS-agnostic and which require adaptation, and link to cross-platform Azure CLI documentation where relevant.
  • Order examples so that Windows and Linux/macOS instructions are presented with equal prominence, or explicitly note OS-specific steps.
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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