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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias by exclusively using PowerShell commands and Azure PowerShell modules for all examples, without providing equivalent Bash or Linux shell commands. The deployment steps rely on Windows-centric tools (PowerShell, Connect-AzAccount, New-AzResourceGroupDeployment), and there is no mention of Linux alternatives or cross-platform CLI usage. All code samples and instructions assume a Windows environment, making it difficult for Linux or macOS users to follow along.
Recommendations
  • Provide equivalent Bash or Azure CLI examples for all PowerShell commands, especially for deployment steps (e.g., using az login, az deployment group create).
  • Explicitly mention that the CI/CD tool can be used on Linux/macOS and provide instructions for those platforms.
  • Add notes or sections highlighting cross-platform compatibility and any platform-specific considerations.
  • Avoid assuming PowerShell as the default shell; offer both PowerShell and Bash syntax where possible.
  • Reference Linux and macOS environments in prerequisites and examples, ensuring parity in guidance.
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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 Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets