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, providing only PowerShell-based instructions and examples for configuring MetalLB via BGP on Azure Stack Edge. All configuration steps rely on Windows-specific cmdlets and tools, with no mention of Linux or cross-platform alternatives. There are no bash or Linux CLI examples, and Windows terminology and tools are presented exclusively and first.
Recommendations
  • Provide equivalent Linux/macOS instructions for configuring MetalLB via BGP, including bash or kubectl examples where possible.
  • Clarify whether the configuration can be performed via standard Kubernetes manifests or Linux-native tools, and document those workflows.
  • If PowerShell is required, mention cross-platform PowerShell Core and provide guidance for Linux/macOS users on installation and usage.
  • Explicitly state any platform limitations and offer alternative approaches for non-Windows users.
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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