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 page demonstrates a strong Windows bias. All code samples and automation instructions are written in PowerShell, which is natively a Windows shell and not the default on Linux systems. Prerequisite checks and installation links are Windows-centric, with explicit references to PowerShell and Windows installation tabs. There are no Bash or Linux shell examples, nor any mention of how to adapt the scripts for Linux or macOS environments, despite Azure CLI being cross-platform.
Recommendations
  • Provide equivalent Bash shell examples for all PowerShell scripts, especially for Azure CLI usage, variable initialization, and error handling.
  • Include Linux/macOS installation instructions and links for Azure CLI and PowerShell, not just Windows.
  • Clarify which commands are cross-platform (Azure CLI) and which are Windows-specific (PowerShell), and suggest alternatives for Linux users.
  • Add a section or callout explaining how to run the automation on Linux/macOS, including how to translate PowerShell constructs to Bash or other shells.
  • Consider using only Azure CLI commands in examples, or provide both PowerShell and Bash variants, to ensure parity and accessibility for all users.
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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