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 demonstrates Windows bias by listing endpoints and services with 'windows.net' and 'windows.com' domains before Linux-specific ones, referencing Windows-centric authentication endpoints (e.g., login.windows.net, sts.windows.net), and lacking explicit Linux or cross-platform configuration examples. The only Linux-specific endpoint ('linuxgeneva-microsoft.azurecr.io') is mentioned last and without context or parity in instructions. No Linux command-line or firewall configuration examples are provided, and there is no mention of Linux tools or patterns for network configuration.
Recommendations
  • Add explicit Linux examples for configuring outbound network access (e.g., using iptables, firewalld, or ufw).
  • Provide parity in endpoint explanations, clarifying which endpoints are relevant for Linux, Windows, or both.
  • Include Linux command-line instructions for translating wildcards or checking connectivity (e.g., using curl, wget, or dig).
  • Balance the order of endpoint listings so Linux-related endpoints are not always last.
  • Reference Linux authentication patterns or tools (such as using Azure CLI on Linux) where appropriate.
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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