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_tools
windows_first
missing_linux_example
Summary
The documentation page shows moderate Windows bias. Many command examples, including those for Linux, are presented in PowerShell syntax rather than native Bash or shell commands. Windows troubleshooting steps are often more detailed, with specific file paths and registry edits, while Linux guidance is less explicit or sometimes missing. Windows tools and patterns (e.g., registry edits, Windows file paths) are mentioned before or in more detail than their Linux equivalents. Linux examples sometimes use PowerShell syntax, which is not standard for Linux environments.
Recommendations
  • Replace PowerShell syntax in Linux examples with native Bash or shell commands.
  • Provide Linux-specific troubleshooting steps with equivalent detail to Windows sections (e.g., log file locations, commands for enabling features).
  • Ensure all examples for Linux use standard Linux tools and patterns (e.g., apt, yum, bash scripts) rather than PowerShell.
  • Present Linux and Windows guidance in parallel, giving equal prominence and detail to both.
  • Add missing Linux examples where only Windows instructions are given, such as enabling TLS or deploying extensions.
  • Review and update documentation to avoid assuming PowerShell as the default for Linux users.
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
2026-01-11 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets