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
missing_linux_example
windows_first
Summary
The documentation is heavily focused on PowerShell and Windows-centric tooling. All examples use PowerShell scripts and modules, with no mention of Linux/macOS alternatives (such as Bash, AWS CLI, or Python). The instructions assume familiarity with PowerShell ISE and Windows authentication patterns, and do not provide guidance for users who prefer or require Linux/macOS environments.
Recommendations
  • Add equivalent examples using AWS CLI and Bash scripts for Linux/macOS users.
  • Include instructions for installing and using the AWS CLI module in Azure Automation, not just PowerShell.
  • Mention cross-platform editors (e.g., VS Code) instead of PowerShell ISE.
  • Clarify whether Azure Automation supports Python or Bash runbooks for AWS provisioning, and provide sample scripts if so.
  • Reorder examples so that cross-platform options are presented alongside or before Windows-specific instructions.
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
2026-01-12 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 Clean Clean
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