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_first
missing_linux_example
Summary
The documentation page exhibits a subtle Windows bias by specifically mentioning Windows Activation and Windows Updates as services requiring outbound connectivity, without referencing equivalent Linux scenarios (such as package updates or activation for Linux-based workloads). There are no OS-specific examples or CLI commands, but the only explicit outbound connectivity scenario described is for Windows, and Linux equivalents are omitted.
Recommendations
  • Include examples of outbound connectivity requirements for Linux VMs, such as package manager updates (apt, yum, etc.), or cloud-init operations.
  • Add a general statement that outbound connectivity is required for both Windows and Linux workloads for system updates, package installations, and other OS-level operations.
  • Where outbound connectivity is discussed, mention both Windows and Linux operating systems to ensure parity and inclusivity.
  • If possible, provide links or references to documentation on configuring outbound connectivity for Linux VMs in Azure.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean