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:
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation demonstrates a Windows bias by providing only Azure PowerShell CLI examples for automation, omitting equivalent Azure CLI (cross-platform) or Bash examples. Additionally, the validation steps explicitly instruct users to create a Windows VM and do not mention Linux-based alternatives. This prioritizes Windows tools and workflows, making it less accessible for Linux or cross-platform users.
Recommendations:
  • Provide equivalent Azure CLI (az) and/or Bash script examples alongside PowerShell for all automation and resource creation steps.
  • In the validation section, include instructions for creating and using a Linux VM, or at least mention that the nslookup command works identically on Linux and macOS.
  • Where screenshots or step-by-step instructions reference Windows-specific UI or terminology, clarify that the process is similar for Linux-based resources.
  • Explicitly state that the procedures are platform-agnostic where possible, and highlight any differences for Linux users.
  • Consider including a table or toggle to switch between PowerShell and Azure CLI/Bash instructions.
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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

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