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 demonstrates Windows bias by exclusively providing setup and deployment examples using the Azure Portal and Bastion, which are most commonly associated with Windows workflows. There are no Linux-specific examples, CLI commands, or references to SSH, which are standard for Linux environments. The tools and patterns described (Azure Bastion, VPN Gateway, Network Security Groups) are presented in a generic way but the example steps focus on portal-based access, which is typically Windows-centric and omits Linux command-line or SSH-based approaches.
Recommendations
  • Add Linux-specific examples, such as using SSH to connect to VMs via Bastion or VPN Gateway.
  • Include Azure CLI or PowerShell examples for both Windows and Linux users.
  • Mention Linux tools and workflows (e.g., OpenSSH, scp, Linux firewall configuration) alongside Azure portal instructions.
  • Provide parity in step-by-step guides for both Windows and Linux environments, ensuring that Linux administrators have clear instructions.
  • Explicitly state cross-platform compatibility of Azure Bastion and other services, and link to documentation for Linux users.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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 Clean Clean
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 Biased Biased