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
Summary
The documentation page exhibits Windows bias primarily through its reliance on PowerShell for advanced configuration tasks (e.g., changing Kubernetes subnets), references to Windows-specific tools and file formats (e.g., .cer certificates, PowerShell cmdlets), and the absence of Linux CLI or cross-platform alternatives. Windows-centric instructions and terminology appear before or instead of Linux equivalents, making it less accessible for Linux administrators.
Recommendations
  • Provide equivalent Linux CLI commands (e.g., bash, nmcli, kubectl) for network and Kubernetes configuration tasks.
  • Include instructions for generating and managing certificates using Linux tools (e.g., OpenSSL), and clarify file format compatibility.
  • Offer guidance for accessing the device via SSH or Linux terminal, not just PowerShell.
  • Explicitly state cross-platform compatibility for all steps, or note any Windows-only requirements.
  • Add examples and screenshots from Linux environments where relevant.
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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