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
missing_linux_example
Summary
The documentation provides deployment instructions primarily using PowerShell and Azure CLI, with explicit recommendations to run PowerShell locally in Visual Studio Code—a Windows-centric workflow. PowerShell examples are presented first in each code section. There are no Linux-specific shell examples (e.g., bash scripts outside Azure CLI), nor is there mention of Linux-native tools or workflows. The guidance assumes familiarity with Windows tools and environments, and does not address Linux-specific considerations (such as package installation, authentication issues, or shell differences).
Recommendations
  • Add explicit Linux shell (bash) examples for all deployment steps, including ARM template deployment and resource group creation.
  • Clarify that Azure CLI commands work on both Windows and Linux, and provide any necessary Linux-specific setup instructions (e.g., installation, authentication differences).
  • Remove or balance references to running PowerShell locally in Visual Studio Code with equivalent instructions for Linux users (e.g., running Azure CLI in a native terminal).
  • Mention cross-platform compatibility for all tools, and provide troubleshooting notes for common Linux issues (such as permission errors, environment variables, etc.).
  • Consider adding screenshots or instructions for Linux environments where relevant, especially for steps involving local execution.
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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
2026-01-11 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets