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 mentioning Windows-specific services (Windows Activation and Windows Updates) as examples of workloads requiring outbound connectivity, without referencing equivalent Linux scenarios (such as Linux package updates or activation). There are no command-line examples, but where operating system-specific requirements are discussed, only Windows is mentioned. No Linux-specific tools, patterns, or examples are provided.
Recommendations
  • Include Linux-specific outbound connectivity scenarios, such as package manager updates (apt, yum, zypper), OS activation (where applicable), or cloud-init operations.
  • When listing services that require outbound connectivity, mention both Windows and Linux equivalents to ensure parity.
  • If providing examples or troubleshooting steps, include both PowerShell/Windows and Bash/Linux CLI commands.
  • Explicitly state that NAT Gateway supports outbound connectivity for both Windows and Linux VMs, and provide links to documentation for configuring outbound access for Linux workloads.
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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