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 instructions and examples assuming the use of Visual Studio (a Windows-centric IDE) and PowerShell scripts for deployment. There are no examples or guidance for performing equivalent tasks on Linux or macOS, nor are alternative tools (such as Azure CLI, VS Code, or Bash scripts) mentioned. The workflow is tightly coupled to Windows tooling and patterns, and Linux users are not addressed.
Recommendations
  • Add equivalent instructions for Linux/macOS users, such as how to create and deploy resource group projects using VS Code, Azure CLI, or other cross-platform tools.
  • Provide Bash script examples for deployment alongside PowerShell scripts.
  • Mention and link to cross-platform alternatives to Visual Studio, such as Visual Studio Code with the Azure Resource Manager Tools extension.
  • Clarify which steps are Windows-specific and offer alternative steps for non-Windows environments.
  • Include notes or sections on how to perform deployments using the Azure CLI, which is available on all platforms.
  • Ensure that all code snippets and deployment instructions have Linux/macOS equivalents 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