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
windows_first
windows_tools
missing_linux_example
Summary
The documentation page shows a Windows bias in several ways: Windows-related endpoints (e.g., login.windows.net, sts.windows.net, servicebus.windows.net) are listed prominently and repeatedly, sometimes before their Azure equivalents. There is no mention of Linux-specific tooling or examples, and no Linux firewall or proxy configuration guidance is provided. The only explicit Linux reference is the 'linuxgeneva-microsoft.azurecr.io' endpoint, but no Linux-centric instructions or examples are given.
Recommendations
  • Add Linux-specific examples for configuring outbound network access (e.g., using iptables, firewalld, or ufw).
  • Include Linux command-line examples for translating wildcards or querying endpoints (e.g., using curl or wget).
  • Ensure endpoint lists do not prioritize Windows-named endpoints over Azure or platform-neutral ones.
  • Provide guidance for both Windows and Linux administrators, including references to common Linux tools and patterns.
  • Clarify that the instructions apply equally to Linux and Windows environments, or explicitly call out differences where relevant.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #267 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets