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 strong Windows bias. It exclusively uses Windows Server as the backend VM OS, provides only PowerShell commands for configuration (with no Bash or Linux CLI alternatives), and instructs users to edit the Windows hosts file using Windows-specific paths and tools. There are no examples or instructions for Linux users, either for backend VM creation, web server installation, or local name resolution.
Recommendations:
  • Provide parallel instructions for creating Linux-based backend VMs (e.g., Ubuntu) and installing a web server such as Apache or Nginx.
  • Include Azure CLI/Bash examples alongside PowerShell for tasks like installing web servers or managing resources.
  • Add a section on editing the /etc/hosts file for Linux/macOS users, including appropriate commands (e.g., using sudo nano /etc/hosts).
  • Mention cross-platform tools and commands where possible, or clearly indicate when steps are Windows-specific.
  • Balance screenshots and code snippets to show both Windows and Linux environments where relevant.
GitHub Create pull request

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

Flagged Code Snippets