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 tutorial demonstrates a notable Windows bias by exclusively deploying Windows Server VMs and providing only Windows-centric testing instructions (Remote Desktop, Internet Explorer). There are no Linux VM deployment examples, nor are Linux-compatible test scenarios (e.g., SSH, Linux browsers) mentioned. This may create friction for users wishing to use Linux or macOS for workloads or testing.
Recommendations
  • Include parallel instructions for deploying a Linux VM (e.g., Ubuntu) alongside the Windows Server example.
  • Provide test scenarios using SSH for Linux VMs, and mention Linux-compatible browsers (e.g., Firefox, Chrome) for application rule testing.
  • Clarify that firewall rules can be tested with Linux/macOS clients and provide guidance for connecting from those platforms.
  • Avoid assuming Internet Explorer is available; suggest cross-platform browsers.
  • Add notes or links for Linux/macOS users on how to perform equivalent tasks (e.g., RDP alternatives, SSH setup).
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean