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 demonstrates a strong bias toward Windows and PowerShell. All examples and instructions focus exclusively on PowerShell, PowerShell Gallery, and Windows-centric tools and patterns. There is no mention of Linux shell equivalents, Linux-specific modules, or cross-platform scripting approaches. Even in sections referencing Python, there are no concrete Linux or bash examples. The common scenarios and runbooks highlighted are Windows/PowerShell-centric, and the documentation does not address Linux automation workflows or provide parity for Linux users.
Recommendations
  • Add examples and instructions for importing and using runbooks/modules with Linux tools (e.g., bash, Azure CLI, Python).
  • Include Linux-specific runbook scenarios and modules, such as those for managing Linux VMs or using bash scripts.
  • Mention and demonstrate cross-platform compatibility for runbooks and modules, clarifying which are usable on Linux and how to use them.
  • Provide parity in documentation structure, ensuring Linux and Windows approaches are presented side-by-side or with equal prominence.
  • Reference Linux automation best practices and tools (e.g., cron, systemd, shell scripting) where relevant.
  • Clarify limitations and support for PowerShell Core (pwsh) on Linux, and provide guidance for Linux users where Azure Automation does not support PowerShell Core.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased