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 Windows bias by presenting Windows remediation steps first, providing detailed PowerShell examples and references, and focusing on Windows tools (PowerShell, Chocolatey) with direct code samples. In contrast, Linux remediation is described in more abstract terms, lacks direct script/code examples, and refers to external documentation for details. The Windows workflow is more streamlined and better supported, while Linux instructions are less clear and actionable.
Recommendations
  • Provide direct Linux command/script examples for remediation, similar to the PowerShell example for Windows.
  • Include step-by-step instructions for Linux drift correction, not just references to external documentation.
  • Present Windows and Linux remediation options in parallel sections, giving equal prominence and detail.
  • Reference Linux-native tools and workflows (e.g., shell scripts, Ansible, native DSC commands) where appropriate.
  • Avoid using Windows tools (e.g., Chocolatey) as the sole example for continuous deployment pipelines; include Linux alternatives.
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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets