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
powershell_heavy
missing_linux_example
Summary
The documentation provides configuration examples for several origin types, but the IIS example is Windows-specific and uses IIS configuration (XML), with no equivalent example for popular Linux web servers such as Apache or Nginx. The IIS example appears before the AKS NGINX controller example, and there is no mention of Linux tools or patterns for non-containerized Linux workloads. There are no shell or configuration examples for Linux-based VMs or web servers outside Kubernetes/NGINX. This demonstrates a Windows-first approach and a lack of Linux parity.
Recommendations
  • Add configuration examples for common Linux web servers such as Apache (httpd) and Nginx (standalone, not just AKS ingress), showing how to filter requests based on the X-Azure-FDID header.
  • Provide shell (bash) or configuration snippets for Linux VMs, such as using iptables or firewalld for IP filtering.
  • Ensure Linux examples appear alongside or before Windows/IIS examples to avoid Windows-first ordering.
  • Mention Linux-native tools and approaches (e.g., mod_security for Apache, Nginx configuration blocks) for header validation and access control.
  • Clarify that the guidance applies to both Windows and Linux origins, and link to platform-specific documentation where appropriate.
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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
2025-09-05 00:00 #102 completed 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