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
Summary
The documentation provides step-by-step instructions and code samples for Azure portal, Azure CLI, Azure PowerShell, and ARM templates. While both CLI and PowerShell examples are present, PowerShell is featured as a first-class method throughout, with detailed examples and references. PowerShell is a Windows-centric tool, and its prominence may indicate a Windows bias. There are no explicit Linux shell (bash) or scripting examples, nor any mention of Linux-specific tools or patterns. CLI examples are present, but PowerShell is given equal or greater emphasis, and is listed before CLI in some sections.
Recommendations
  • Add explicit bash shell examples for all CLI commands, showing usage in a typical Linux environment (e.g., with environment variables, piping, etc.).
  • Clarify that Azure CLI is fully cross-platform and can be used on Linux, macOS, and Windows.
  • Consider listing CLI examples before PowerShell, as CLI is the most cross-platform automation tool.
  • Mention Linux-native automation options (e.g., scripting with bash, using curl for REST API calls) where appropriate.
  • Add notes or links for Linux users on installing and using Azure CLI and ARM templates.
  • Review screenshots and instructions for portal usage to ensure they do not assume Windows-only conventions.
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
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets