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 is heavily biased towards Windows, with all configuration steps and examples provided exclusively using Windows PowerShell cmdlets and tools. There is no mention of Linux-based workflows, nor are any Linux CLI equivalents or cross-platform alternatives discussed. The documentation assumes access to a Windows environment and does not address how Linux users might perform the same 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 using kubectl and YAML manifests for MetalLB configuration, which are platform-agnostic.
  • Clarify whether the configuration can be performed from a Linux host, and if not, explain the limitations.
  • Add a section comparing Windows and Linux approaches, highlighting any differences or platform-specific requirements.
  • Reference cross-platform PowerShell (pwsh) usage explicitly if it is supported, and provide examples for both Windows and Linux terminals.
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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