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
windows_defender_endpoints
kms_windows_vm
windows_first
Summary
The documentation page displays a moderate Windows bias. Several sections and examples reference Windows-specific infrastructure, endpoints, and tools (such as KMS activation, Windows Update, and Windows Defender), without mentioning Linux equivalents or requirements. The only explicit mention of operating system-specific configuration is for Windows VMs (KMS endpoint), and diagnostic endpoints are Windows-centric. No Linux-specific endpoints, tools, or troubleshooting patterns are discussed, and Windows endpoints are listed first and exclusively in relevant sections.
Recommendations
  • Add guidance for Linux VM activation and licensing if applicable, or clarify that no equivalent is needed.
  • Include information about Linux-specific update mechanisms (e.g., outbound connectivity for apt/yum repositories) if API Management instances or supporting infrastructure may run on Linux.
  • Mention Linux security and diagnostic endpoints or clarify that only Windows endpoints are required.
  • Where Windows-specific endpoints (e.g., Windows Update, Defender) are listed, explicitly state whether these are only needed for Windows-based infrastructure, and provide parity notes for Linux.
  • Review related content and examples to ensure Linux administration tools and patterns (such as Bash, CLI, or Linux firewall configuration) are referenced alongside PowerShell or Windows-centric documentation.
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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