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 exhibits Windows bias by listing endpoints and authentication domains with Windows-centric naming (e.g., login.windows.net, sts.windows.net, servicebus.windows.net) before mentioning Linux-specific resources. There is reference to Windows tools and endpoints, but no explicit Linux command-line examples or Linux firewall/proxy configuration guidance. The only Linux-specific endpoint (linuxgeneva-microsoft.azurecr.io) is mentioned last, and there are no examples or instructions tailored for Linux environments.
Recommendations
  • Provide Linux-specific examples for configuring outbound network access, such as iptables, firewalld, or ufw commands.
  • Include sample Linux shell commands for endpoint testing (e.g., curl, wget, nc) alongside any REST or PowerShell examples.
  • Ensure that Linux endpoints and tools are mentioned with equal prominence and ordering as Windows equivalents.
  • Add guidance for configuring proxies and firewalls on common Linux distributions.
  • Clarify that the endpoints are platform-agnostic and provide explicit instructions for both Windows and Linux environments.
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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