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
Summary:
The documentation demonstrates a subtle Windows bias by referencing the Azure portal and PowerShell as primary tools, without providing explicit Linux CLI or cross-platform command-line examples. The instructions focus on GUI-based steps, which are more familiar to Windows users, and mention PowerShell as an option for deployment, but do not provide equivalent Bash or Linux-native command-line instructions.
Recommendations:
  • Include explicit Azure CLI (cross-platform) command examples for each major operation, such as exporting templates, deploying resources, and managing VMSS.
  • Provide Linux shell (Bash) script examples alongside or before PowerShell examples to ensure parity.
  • Clarify that all steps can be performed using Azure CLI on Linux, macOS, or Windows, and link to relevant CLI documentation.
  • Where screenshots or instructions reference the Azure portal, consider adding equivalent command-line steps for users who prefer or require non-GUI workflows.
  • Avoid assuming the use of Windows tools or patterns; explicitly mention cross-platform alternatives where applicable.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean