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
Summary
The documentation references both Windows and Linux (e.g., mentioning SSH for Linux and RDP for Windows), but examples and instructions are generic and do not provide concrete, platform-specific guidance or commands. However, in the security rules tables and explanatory text, Windows (port 3389) is consistently mentioned before Linux (port 22), and there are no Linux-specific setup examples or CLI commands shown. There is no evidence of PowerShell-heavy bias or exclusive use of Windows tools, but the ordering and lack of Linux-specific examples indicate a mild Windows-first bias.
Recommendations
  • Provide explicit Linux/macOS examples alongside Windows ones, such as Azure CLI commands for pool creation and network configuration.
  • Alternate the order of mentioning Windows and Linux ports, or present them together to avoid implicit prioritization.
  • Include screenshots or instructions for Linux/macOS users where portal or tool usage may differ.
  • Clarify any platform-specific requirements or differences in remote access setup (e.g., SSH key configuration for Linux nodes).
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean