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_specific_endpoints
Summary
The documentation is generally platform-neutral and focuses on Azure networking concepts relevant to API Management in VNets. However, there are a few sections that mention Windows-specific endpoints and tools, such as KMS activation for Windows VMs and outbound connectivity for Windows Update and Windows Defender. These are presented as requirements only when Windows VMs are present, and do not affect the core API Management VNet configuration for Linux users. There are no PowerShell-only examples, and Linux equivalents are not missing for any critical configuration steps.
Recommendations
  • Clarify that Windows-specific endpoints (KMS, Windows Update, Windows Defender) are only relevant when Windows VMs are present, and are not required for Linux-based API Management deployments.
  • If possible, add a brief note or section outlining that Linux VMs do not require these endpoints, and reference any Linux-specific considerations if they exist.
  • Ensure that any references to configuration tools (e.g., PowerShell) are accompanied by Azure CLI or ARM template equivalents, if relevant to API Management VNet setup.
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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