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 demonstrates a clear Windows bias by exclusively using Windows Server as the VM image, guiding users to connect via RDP (a Windows protocol), and omitting any instructions or examples for Linux-based VMs or SSH connections. The workflow assumes the use of Windows tools (RDP, Microsoft Edge) and does not mention Linux alternatives or provide parity for Linux administrators.
Recommendations
  • Include instructions for creating a Linux VM (e.g., Ubuntu) alongside the Windows VM example.
  • Provide steps for connecting to a Linux VM using SSH, including port selection and security recommendations.
  • Mention Linux-compatible tools for viewing and downloading flow logs, such as azcopy, Azure CLI, or mounting Blob storage via fuse.
  • Show how to open and analyze flow logs on Linux (e.g., using cat, jq, or other text editors).
  • Balance screenshots and examples to reflect both Windows and Linux environments.
  • Explicitly note differences in network security group rules (e.g., SSH port 22 for Linux, RDP port 3389 for 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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean

Flagged Code Snippets