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
windows_tools
missing_linux_example
Summary
The documentation displays a moderate Windows bias. In several sections, Windows examples, commands, and tools (such as PowerShell and Windows-specific paths) are presented before their Linux equivalents. PowerShell is used for both Windows and Linux installation examples, even though PowerShell is not the default or most common automation tool on Linux. In status and health checks, only the Windows extension name is shown in CLI examples, and update/removal commands reference only the Windows extension. Troubleshooting and log locations are provided for both OSes, but some CLI and management examples omit Linux-specific details.
Recommendations
  • Ensure all CLI examples and management commands are provided for both Windows and Linux extensions, not just Windows.
  • Present Linux examples and instructions alongside or before Windows examples in each section to avoid 'windows_first' ordering.
  • Use Linux-native automation tools (e.g., Bash, shell scripts) for Linux examples rather than PowerShell.
  • Explicitly mention and show Linux extension names in update and removal commands.
  • Provide parity in troubleshooting steps, including Linux-specific error messages and resolutions.
  • Review all references to tools and patterns to ensure Linux equivalents are included and not overshadowed by Windows-centric approaches.
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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
2026-01-11 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

Flagged Code Snippets