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 provides step-by-step instructions for configuring an outbound-only load balancer in Azure, but all virtual machine creation and testing examples use Windows Server as the OS. There are no Linux VM examples, nor instructions for Linux-specific connectivity testing (e.g., using curl or a Linux browser). The documentation implicitly assumes Windows by specifying Windows Server 2022 and Microsoft Edge for browser-based connectivity tests, without mentioning Linux alternatives or providing parity for Linux users.
Recommendations
  • Include parallel instructions for creating a Linux VM (e.g., Ubuntu) in the 'Create virtual machine' section, with appropriate settings for SSH authentication.
  • Provide Linux-specific connectivity test steps, such as using curl or Firefox/Chromium to verify outbound connectivity.
  • Mention that the process is OS-agnostic and provide notes or links for Linux/macOS users where steps differ (e.g., connecting via Bastion with SSH instead of RDP).
  • Add screenshots or CLI/portal steps showing Linux VM configuration and connectivity testing.
  • Clarify that the load balancer configuration applies to both Windows and Linux VMs.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean