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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation is heavily oriented toward Windows and Visual Studio users, with all examples and workflows based on Visual Studio (a Windows-first IDE) and PowerShell scripts for deployment. There is no mention of Linux or cross-platform alternatives, nor are there examples for Linux users or CLI-based workflows outside of PowerShell. The use of Windows-specific tools and patterns (Visual Studio, PowerShell, .ps1 scripts) is exclusive and presented as the default and only supported method.
Recommendations
  • Add equivalent instructions for using cross-platform tools such as VS Code, Azure CLI, or ARM templates directly from the command line.
  • Provide Linux/macOS-specific examples for project creation, template editing, and deployment, including bash scripts or Azure CLI commands.
  • Clarify which steps are Windows-specific and offer alternatives for non-Windows environments.
  • Mention and link to cross-platform deployment workflows (e.g., using GitHub Actions, Azure CLI, or Terraform) where appropriate.
  • Include a note about Visual Studio Code as a cross-platform editor for ARM templates and Azure deployments.
  • Provide guidance for users who do not have access to Visual Studio or PowerShell, including how to deploy using the Azure portal or other tools.
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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