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_section
Summary
The documentation is largely platform-neutral, focusing on Azure networking concepts and service tags. However, there are a few sections that reference Windows-specific infrastructure, such as instructions for enabling outbound connectivity for Windows VMs to the KMS endpoint for activation, and requirements for Windows Update and Windows Defender endpoints. No Linux/macOS-specific examples, tools, or troubleshooting are mentioned, and the only explicit OS reference is for Windows.
Recommendations
  • Add guidance for Linux VM activation and licensing if relevant (e.g., for RHEL, Ubuntu, etc.), or clarify that no special endpoint configuration is needed for Linux VMs.
  • Include notes or sections on Linux/macOS update mechanisms if API Management or its dependencies require outbound connectivity for those platforms.
  • Explicitly state that sections referencing Windows infrastructure (KMS, Windows Update, Defender) are only relevant for Windows VMs, and clarify what (if any) equivalent steps are needed for Linux/macOS.
  • Consider adding troubleshooting or configuration examples for Linux-based environments if there are platform-specific networking requirements.
GitHub Create Pull Request

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