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
powershell_heavy
missing_linux_example
Summary
The documentation provides both Windows and Linux troubleshooting commands, but Windows/PowerShell examples are shown first and in more detail. In the troubleshooting section, the Windows command (Test-NetConnection) is presented before the Linux equivalent (nc), and the Windows command includes more flags and explanation. There are no explicit Linux/macOS examples for other tasks (e.g., connecting to compute nodes), and the documentation refers to Azure PowerShell before Azure CLI in the prerequisites, which may suggest a Windows-first approach.
Recommendations
  • Present Linux/macOS commands and examples alongside Windows/PowerShell, or even first where appropriate.
  • Ensure parity in detail and explanation for Linux/macOS commands (e.g., provide equivalent flags and troubleshooting steps for nc as for Test-NetConnection).
  • Mention Azure CLI before or alongside Azure PowerShell in prerequisites and instructions, as CLI is cross-platform.
  • Add explicit Linux/macOS guidance for connecting to compute nodes (e.g., SSH commands, credential handling).
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets