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

Bias Types:
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation provides configuration examples for multiple origin types, including App Service, Application Gateway, Application Gateway for Containers, IIS, and AKS NGINX controller. However, it includes a dedicated example for Microsoft IIS (a Windows-specific web server) and omits equivalent examples for common Linux web servers such as Apache HTTP Server or NGINX (outside of Kubernetes). The IIS example is the only origin-specific example that is platform-specific, and it appears before the AKS NGINX controller example, which is more Linux-centric. There are no PowerShell-specific commands or explicit Windows command-line instructions, but the inclusion of IIS and omission of standalone Linux web server examples indicates a subtle Windows bias.
Recommendations:
  • Add example configurations for popular Linux web servers such as Apache HTTP Server and standalone NGINX (outside of Kubernetes), showing how to filter the X-Azure-FDID header.
  • Ensure that Linux-origin examples appear alongside or before Windows-specific examples like IIS to provide parity and avoid the perception of Windows-first ordering.
  • If possible, provide shell command snippets (e.g., iptables, firewalld) for configuring IP address filtering on Linux servers, in addition to network security group rules.
  • Review the documentation for other subtle Windows-centric language or assumptions and ensure cross-platform inclusivity.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-05 00:00 #102 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets