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
Summary
The documentation alternates between Windows (RDP) and Linux (SSH) examples, but consistently presents Windows/RDP examples before Linux/SSH examples in each section. Both platforms are covered with equivalent code samples and explanations, and there are no missing Linux examples or exclusive references to Windows tools or PowerShell. However, the ordering may subtly prioritize Windows scenarios.
Recommendations
  • Alternate the order of examples in each section, sometimes presenting Linux/SSH first.
  • Add a short statement at the beginning clarifying that both Windows and Linux pools are equally supported, and that examples are provided for both.
  • Ensure parity in the depth and detail of examples for both platforms.
  • Consider grouping examples by scenario (e.g., 'Allow remote access', 'Deny remote access') and presenting both Windows and Linux code side by side for each scenario.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Clean Clean

Flagged Code Snippets