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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all major extension management tasks, but consistently lists PowerShell examples immediately after CLI, and sometimes with more detailed output. There is a slight 'Windows-first' ordering in some sections, and PowerShell is given parity with CLI despite Linux users overwhelmingly preferring CLI. No Linux-specific tools (e.g., Bash scripts, cloud-init) are referenced for extension management, and troubleshooting/log paths are Linux-appropriate. No critical Windows-only tools or patterns are present, and all examples are valid for Linux VMs.
Recommendations
  • Consider listing Azure CLI examples before PowerShell in all sections, as CLI is the primary cross-platform tool for Linux users.
  • Explicitly state that Azure PowerShell is available on Linux, but CLI is recommended for Linux VM management.
  • Add a short Bash script example for extension management using the Azure CLI to reinforce Linux-native workflows.
  • Where possible, reference Linux-native automation tools (e.g., cloud-init, Bash scripting) in the context of VM extension management.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets