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
windows_tools
powershell_heavy
Summary
The documentation page demonstrates mild Windows bias by mentioning Windows tools (PowerShell, RDP) and connection patterns before or alongside Linux equivalents. Windows VM connection instructions are referenced but not detailed, while Linux SSH instructions are included directly. Windows-specific tools (PowerShell) are suggested for SSH, and Windows connection steps are linked out rather than explained inline. However, Linux is well-represented, with Ubuntu as the default image and direct SSH instructions.
Recommendations
  • Provide direct, step-by-step connection instructions for Windows VMs (e.g., using RDP) within the main flow, similar to the Linux SSH example.
  • List Linux and Windows connection methods side-by-side, or in parallel sections, to avoid implicit prioritization.
  • Mention Linux tools (e.g., Bash, Terminal) before or alongside Windows tools (PowerShell) when discussing SSH clients.
  • Ensure parity in example detail: if Linux connection is shown inline, do the same for Windows.
  • Consider adding macOS-specific notes where relevant (e.g., SSH from Terminal).
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets