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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing command-line examples using Azure PowerShell, a tool primarily associated with Windows environments. There are no examples using Azure CLI, which is cross-platform and preferred by many Linux users. The documentation also references the Azure portal (web UI) and PowerShell first and exclusively, omitting Linux-native tools and workflows. No Bash, shell, or Azure CLI commands are provided, and there is no mention of Linux-specific considerations or parity.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and widely used on Linux.
  • Include Bash/shell script examples where appropriate, especially for automation scenarios.
  • Explicitly mention that the steps can be performed on Linux/macOS using Azure CLI, and provide links to relevant CLI documentation.
  • Ensure that any tool or workflow mentioned (e.g., PowerShell) is accompanied by its Linux-friendly equivalent, or clarify platform limitations.
  • Consider reordering examples so that cross-platform tools (Azure CLI) are presented before or alongside Windows-centric tools (PowerShell).
GitHub Create Pull Request

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

Flagged Code Snippets