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 demonstrates a bias towards Windows by exclusively deploying Windows Server 2019 VMs for testing, describing only Windows-based remote desktop and browser usage (Internet Explorer), and omitting any Linux VM deployment or Linux-based connectivity/testing instructions. While Azure CLI and PowerShell examples are both provided for deployment and management, the actual firewall validation steps are Windows-only.
Recommendations
  • Include instructions and examples for deploying a Linux VM alongside or instead of Windows VMs.
  • Provide Linux-based testing steps, such as using SSH to connect to the workload server and using curl or a Linux browser to validate firewall rules.
  • Mention cross-platform remote desktop alternatives (e.g., xrdp for Linux, or using RDP clients on macOS/Linux).
  • Avoid referencing Windows-specific tools (Internet Explorer) and suggest alternatives available on Linux/macOS.
  • Clarify that the scenario can be tested on Linux or macOS, not just Windows.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets