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
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation demonstrates a Windows bias by prioritizing Windows Server VM examples, providing detailed PowerShell automation instructions, and referencing Windows-centric tools and workflows. There is a lack of Linux-specific examples or guidance, and Linux VM deployment is not mentioned alongside Windows. PowerShell is emphasized for automation, with no mention of Bash or Linux shell scripting alternatives.
Recommendations:
  • Include Linux VM deployment examples alongside Windows Server VM examples in the ARM quickstart section.
  • Provide equivalent Bash or Azure CLI scripts for automation tasks currently demonstrated only with PowerShell.
  • Reference Linux-compatible tools and workflows, such as Bash scripting, when discussing automation.
  • Ensure that instructions and screenshots are not Windows-specific, or provide Linux equivalents where appropriate.
  • Explicitly mention that ARM templates can be used to deploy both Windows and Linux VMs, and provide links to relevant Linux template samples.
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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