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 page demonstrates a Windows bias by prioritizing Windows-centric tools and instructions. PowerShell is featured first and in greater detail, with prerequisite steps focused on Azure PowerShell and Windows installation links. ARMClient, a Windows-oriented tool, is recommended without Linux alternatives. The Azure CLI section references Windows installation first and does not provide explicit Linux/macOS installation guidance. There are no Linux-specific examples, shell commands, or notes on cross-platform usage, and PowerShell commands are used to obtain information even in CLI sections.
Recommendations
  • Add explicit instructions and examples for Linux and macOS environments, including installation links for Azure CLI and PowerShell on those platforms.
  • Include bash/zsh shell command examples alongside PowerShell, especially for resource group and policy management.
  • Mention cross-platform compatibility for ARMClient or suggest alternative tools (e.g., curl, httpie) that are native to Linux/macOS.
  • Reorder sections to present Azure CLI and REST API examples before PowerShell to avoid Windows-first perception.
  • Clarify that all tools (Azure CLI, PowerShell) are available on Linux/macOS and provide relevant links.
  • Avoid using PowerShell commands in CLI-focused sections; use CLI-native commands to retrieve information.
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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

Flagged Code Snippets