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
missing_linux_example
windows_first
Summary
The documentation is heavily biased toward Windows, with all configuration steps and examples relying exclusively on Windows PowerShell cmdlets and tools. There are no Linux/macOS equivalents, nor any mention of how to perform these tasks outside of the Windows environment. The instructions assume access to the Windows PowerShell interface and use Windows-specific commands for all critical operations.
Recommendations
  • Provide equivalent instructions and examples for Linux/macOS environments, such as using SSH, kubectl, or native MetalLB configuration files.
  • Clarify whether the configuration can be performed remotely from non-Windows systems, and if so, document the process.
  • Include cross-platform notes or alternatives for users who do not have access to Windows PowerShell.
  • Reference MetalLB's standard YAML configuration and BGP setup, which is platform-agnostic.
  • If Azure Stack Edge requires Windows-only tools, explicitly state this limitation and suggest workarounds or alternatives for Linux/macOS 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets