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

Bias Types:
⚠️ windows_first
⚠️ missing_linux_example
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by prioritizing Windows Server VM examples, providing only Windows-based quickstart templates, and focusing heavily on Azure PowerShell for automation tasks. There is a lack of Linux-specific examples or guidance, and PowerShell is consistently mentioned as the primary automation tool, with no mention of Bash or Linux-native scripting. The documentation also references Windows tools and workflows before or instead of their Linux equivalents.
Recommendations:
  • Include Linux VM examples alongside Windows Server VM examples in quickstart and template sections.
  • Provide automation examples using Bash scripts and Azure CLI, not just PowerShell.
  • Reference Linux tools and workflows (e.g., Bash, shell scripting) where appropriate, and ensure parity in instructions.
  • Add links to Linux-specific documentation or quickstarts for deploying and managing labs with ARM templates.
  • Ensure that both Windows and Linux scenarios are covered equally in screenshots, walkthroughs, and sample templates.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased