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 exhibits a Windows bias by prioritizing PowerShell examples alongside Azure CLI, referencing Windows-specific tools (IIS), and omitting Linux-based deployment or validation steps. The web server example uses Internet Information Services (IIS), which is Windows-only, and there are no Linux VM or Apache/Nginx examples. The validation step assumes a Windows environment, and PowerShell is given equal prominence to CLI, but no Bash or Linux-native instructions are provided.
Recommendations:
  • Include Linux-based examples for deploying and validating the load balancer, such as using Apache or Nginx on Linux VMs.
  • Add Bash/Linux shell instructions alongside PowerShell for deploying the Bicep file.
  • Demonstrate how to connect to Linux VMs (e.g., using SSH) and validate the web server response from a Linux perspective.
  • Alternate the order of CLI and PowerShell tabs, or default to CLI/Bash to avoid Windows-first perception.
  • Clarify that IIS is just one example and provide equivalent steps for Linux environments.
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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
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean

Flagged Code Snippets

New-AzResourceGroup -Name exampleRG -Location EastUS New-AzResourceGroupDeployment -ResourceGroupName exampleRG -TemplateFile ./main.bicep