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_tools
windows_update_endpoints
kms_windows_activation
windows_defender_endpoints
windows_first
Summary
The documentation page exhibits Windows bias by referencing Windows-specific infrastructure and endpoints (such as Windows Update, KMS activation, and Windows Defender) in multiple sections. These requirements and examples are presented without equivalent Linux-specific guidance or mention of Linux alternatives, implying a Windows-centric approach to network configuration for Azure API Management in VNets.
Recommendations
  • Add explicit guidance for Linux VM scenarios, such as required endpoints for Linux package updates (e.g., Ubuntu, Red Hat, etc.) and security services.
  • Clarify which network rules and endpoints are only required for Windows VMs, and provide parallel instructions for Linux VMs where applicable.
  • Include examples or references for configuring Linux-based VMs in VNets, such as integration with Linux update repositories and security services.
  • Where Windows-specific tools or endpoints are mentioned (e.g., KMS, Windows Defender), add notes or sections for Linux equivalents (e.g., update mirrors, antivirus solutions).
  • Review related content and linked guides to ensure Linux scenarios are covered with equal prominence and detail.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased