Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All examples and instructions focus exclusively on deploying VM extensions to Windows VMs, using PowerShell scripts and Windows-specific tools (e.g., Install-WindowsFeature, powershell.exe). The template referenced is for a Windows VM, and there are no equivalent examples or guidance for Linux VMs, such as using Bash scripts, Linux extensions, or Linux-specific configuration steps. Windows tools and patterns are mentioned first and exclusively throughout the tutorial.
Recommendations
  • Add parallel examples for deploying VM extensions to Linux VMs, including using Bash scripts and Linux-specific extensions (e.g., CustomScript for Linux).
  • Reference and link to Azure Quickstart Templates for Linux VMs alongside Windows examples.
  • Provide sample ARM template snippets for Linux VM extensions, showing how to execute Bash scripts.
  • Include instructions for retrieving the public IP address and accessing the web server on Linux VMs using Azure CLI or Bash.
  • Mention Linux tools (e.g., apt, yum, systemctl) where appropriate, and provide parity in the explanation of extension usage.
  • Ensure that both Windows and Linux scenarios are covered in prerequisites, deployment, and clean-up steps.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets