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 exclusively uses Windows PowerShell commands and Windows-specific cmdlets for configuring MetalLB via BGP on Azure Stack Edge. All examples, instructions, and tooling references are Windows-centric, with no mention of Linux equivalents, cross-platform alternatives, or CLI-based workflows. The PowerShell interface is presented as the only method for configuration, and Windows terminology (e.g., 'cmdlet', 'WSMan', 'Minishell') is used throughout.
Recommendations
  • Provide Linux-based configuration steps using standard BGP tools (e.g., FRRouting, Bird) or kubectl manifests for MetalLB.
  • Include examples using cross-platform PowerShell (pwsh) and clarify any differences for Linux users.
  • Reference and demonstrate configuration via Kubernetes manifests (YAML) for BGP peers, which is platform-agnostic.
  • Add notes or sections for users operating from Linux or macOS, including SSH-based access and relevant commands.
  • Avoid Windows-first language and ensure parity in documentation structure and examples for both Windows and Linux environments.
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