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
windows_first
Summary
The documentation page exhibits Windows bias by referencing PowerShell as the primary CLI tool for creating blueprint artifacts, mentioning it before REST API alternatives, and omitting Linux-native tools or examples (such as Azure CLI or Bash). All example instructions and notes assume familiarity with PowerShell, and there are no Linux-specific or cross-platform command-line examples provided.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for artifact creation and management.
  • Reference cross-platform tools (e.g., Azure CLI) before or alongside Windows-specific tools like PowerShell.
  • Explicitly state that all operations can be performed from Linux, macOS, and Windows, and provide links to relevant cross-platform documentation.
  • Where REST API is mentioned, provide sample curl commands or scripts usable on Linux.
  • Review all notes and instructions to ensure they do not assume a Windows environment or PowerShell usage.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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