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_first
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. It specifically mentions Windows Activation and Windows Updates as requiring outbound connectivity, without referencing equivalent Linux scenarios (such as package updates or activation for Linux-based VMs). Additionally, upgrade instructions for basic resources (like Load Balancer) reference PowerShell, a Windows-centric tool, without mentioning Azure CLI or other cross-platform alternatives. There are no explicit Linux examples or references to Linux-specific outbound connectivity needs.
Recommendations
  • Include Linux VM scenarios that require outbound connectivity, such as OS package updates (apt, yum, etc.), and reference these alongside Windows Activation/Updates.
  • When providing upgrade instructions (e.g., upgrading Load Balancer or public IP), offer Azure CLI examples in addition to PowerShell, and present them together or with CLI first.
  • Add explicit statements clarifying that NAT Gateway supports outbound connectivity for both Windows and Linux VMs, and mention typical Linux use cases.
  • Ensure that all examples and tutorials include both PowerShell and Azure CLI (or REST API) steps to improve cross-platform parity.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
2026-01-22 01:38 #286 completed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-04 00:00 #101 completed 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 Biased Biased