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
powershell_heavy
windows_first
Summary
The documentation provides both Azure CLI and Azure PowerShell examples throughout, but PowerShell is featured equally or slightly more prominently than Azure CLI. In several sections, PowerShell examples are given immediately after CLI, and the PowerShell commands are Windows-centric (even though PowerShell Core is cross-platform, most Linux administrators use Bash/CLI). The documentation does not provide Bash-only or Linux-native command examples (other than waagent version check), and references to Azure PowerShell are frequent. While the page is focused on Linux VM extensions, the use of PowerShell and Windows-oriented tooling is notable.
Recommendations
  • Prioritize Azure CLI examples and Bash scripts for Linux-focused documentation, as CLI is the primary tool for Linux users.
  • Consider providing Bash-native examples for common operations (e.g., using curl/wget for script download, jq for JSON parsing).
  • Move PowerShell examples to a secondary position or into expandable sections, making CLI the default.
  • Clarify that Azure PowerShell can be used cross-platform, but highlight CLI as the recommended method for Linux users.
  • Add troubleshooting and operational examples using Linux-native tools (e.g., systemctl, journalctl, grep) where relevant.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
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

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