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 environments. All examples and tooling references are centered on PowerShell, with no Linux shell (Bash, CLI) or cross-platform scripting examples. The listed runbooks and modules are PowerShell-centric, and specific scenarios (such as copying files to/from Azure VMs) mention only Windows VMs. There is no guidance or parity for Linux users, nor are Linux tools or patterns referenced.
Recommendations
  • Include equivalent examples for Linux environments, such as Bash or Azure CLI runbooks.
  • List or link to runbooks and modules that target Linux VMs and common Linux automation scenarios.
  • Explicitly mention Linux compatibility and limitations for runbooks and modules.
  • Provide guidance on using Python runbooks in Linux contexts, with examples.
  • Ensure that documentation does not assume PowerShell as the default or only automation language.
  • Add references to Linux-specific documentation and best practices for Azure Automation.
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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