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
Summary
The documentation page exhibits mild Windows bias. It references Windows-specific services (Windows Activation and Windows Updates) as requiring outbound connectivity, without mentioning Linux equivalents. Additionally, upgrade instructions for basic resources (Load Balancer, public IP) reference PowerShell and Windows-centric workflows first, with no mention of Linux or cross-platform CLI alternatives. There are no explicit Linux examples or references to Linux-specific outbound connectivity needs.
Recommendations
  • Include references to Linux VM outbound connectivity requirements (e.g., package updates, activation of enterprise Linux subscriptions) alongside Windows-specific needs.
  • Provide upgrade instructions for basic resources using Azure CLI and/or ARM templates, which are cross-platform, in addition to PowerShell.
  • Ensure that examples and guidance do not assume Windows as the default platform; mention both Windows and Linux scenarios where relevant.
  • Add links or notes about outbound connectivity for common Linux services (e.g., apt/yum updates, SSH key retrieval) to illustrate NAT Gateway's relevance for Linux workloads.
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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