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
windows_tools
Summary
The tutorial exhibits Windows bias by exclusively using a Windows Server VM image, guiding users to connect via RDP (a Windows protocol), and referencing Microsoft Edge as the browser to test outbound connectivity. There are no instructions or examples for deploying a Linux VM, connecting via SSH, or using Linux-native tools. The documentation does not mention Linux alternatives or provide parity in examples for Linux users.
Recommendations
  • Include steps for creating a Linux VM (e.g., Ubuntu) alongside the Windows VM example.
  • Provide instructions for connecting to the Linux VM using SSH, including opening port 22 and using SSH clients.
  • Offer examples of viewing flow logs using Linux-native tools (e.g., cat, jq, less) and mention Linux-compatible browsers for connectivity tests.
  • Clarify that the tutorial applies to both Windows and Linux VMs, and note any differences in setup or connectivity.
  • Add screenshots and step-by-step guidance for Linux scenarios where relevant.
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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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean

Flagged Code Snippets