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 page exclusively uses PowerShell for all examples and instructions, referencing the AWS PowerShell module and PowerShell Gallery. There are no examples or mentions of Linux-native tools (e.g., Bash, AWS CLI in shell scripts), nor is there guidance for users who may prefer or require Linux-based automation. The workflow assumes familiarity with Windows-centric tools and patterns, such as PowerShell ISE, and does not provide parity for Linux users.
Recommendations
  • Add equivalent examples using Bash and the AWS CLI, demonstrating how to automate VM provisioning from a Linux environment.
  • Include instructions for importing and using AWS CLI modules in Azure Automation, and how to author runbooks using Python or Bash.
  • Provide guidance for Linux users on credential management and environment setup within Azure Automation.
  • Ensure that both Windows and Linux approaches are presented side-by-side, or at least referenced, to avoid platform bias.
  • Mention cross-platform compatibility and clarify which steps are specific to Windows/PowerShell and which can be adapted for Linux.
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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
2026-01-12 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

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