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 towards Windows, with all configuration steps and examples provided exclusively using Windows PowerShell cmdlets and tools. There are no Linux or cross-platform CLI examples, and Windows-specific tools and patterns (such as PowerShell and WSMan) are mentioned without Linux equivalents. The workflow assumes access to a Windows environment and does not address how Linux users would perform similar tasks.
Recommendations
  • Provide equivalent Linux-based instructions, such as using SSH and standard Linux networking tools (e.g., ip, nmcli, bird, FRRouting) for BGP configuration.
  • Include examples of configuring MetalLB via BGP using Linux shells and commands.
  • Mention cross-platform PowerShell (pwsh) and clarify compatibility or limitations for Linux/macOS users.
  • Add a section that describes how to perform initial network configuration and MetalLB setup from a Linux workstation.
  • Ensure that documentation does not assume Windows as the default platform and presents Linux alternatives in parallel or before Windows-specific instructions.
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