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
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a strong Windows bias. All deployment and management instructions are provided exclusively using Azure PowerShell, with no Azure CLI or Bash examples. The Bicep template provisions only Windows VMs, and the allowed OS versions are all Windows Server variants. There is no mention of Linux VM deployment, nor are there instructions for Linux users or cross-platform tooling. The clean-up and backup monitoring steps also reference only PowerShell cmdlets.
Recommendations:
  • Add Azure CLI/Bash examples for deploying the Bicep template, including Cloud Shell Bash instructions.
  • Provide a Bicep template or parameterization for deploying Linux VMs (e.g., Ubuntu, CentOS) alongside or instead of Windows.
  • Include Linux VM OS options in the Bicep template's allowed values and document how to select them.
  • Offer clean-up and backup management instructions using Azure CLI commands, not just PowerShell.
  • Rephrase instructions to be platform-neutral where possible, and mention both Windows and Linux workflows.
  • Ensure links to further reading or tutorials include Linux/CLI options, not just PowerShell.
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Scan History

Date Scan ID Status Bias Status
2025-08-19 00:01 #85 completed ✅ Clean
2025-07-19 13:51 #54 completed ✅ 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

Flagged Code Snippets