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
Summary
The documentation alternates Windows (RDP) and Linux (SSH) examples, but consistently presents Windows/RDP examples first in each section. The introductory text also mentions RDP before SSH. The C# code samples for Windows pools use RDP and the Python samples for Linux pools use SSH, but there is no explicit parity in tool or scripting language recommendations (e.g., PowerShell vs Bash). The documentation does not provide command-line examples for either OS, but the ordering and emphasis slightly favor Windows.
Recommendations
  • Alternate the order of Windows and Linux examples in each section, or present them side-by-side to avoid implicit prioritization.
  • Explicitly mention both RDP (Windows) and SSH (Linux) together in introductory and summary sections.
  • Provide equivalent command-line examples for both Windows (PowerShell) and Linux (Bash), if relevant to the audience.
  • Ensure that tooling and terminology for both OSes are introduced with equal prominence.
  • Consider adding a table or summary comparing endpoint configuration for Windows and Linux pools to reinforce parity.
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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