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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits a notable Windows bias. Troubleshooting steps and examples are heavily focused on Azure PowerShell modules and commands, with multiple references to PowerShell-specific tools (Az.Ssh, Az.Ssh.ArcProxy) and error messages. Solutions are often presented using PowerShell first or exclusively, with limited or no equivalent Linux shell or cross-platform instructions. There is a lack of parity in examples for Linux users, such as missing bash or shell commands for module management and troubleshooting.
Recommendations
  • Provide equivalent Linux/bash commands for installing and updating SSH-related modules and troubleshooting steps.
  • Include instructions for managing PATH and client binaries on Linux/macOS systems, not just Windows/PowerShell.
  • Add troubleshooting examples using native Linux tools (e.g., apt, yum, ssh-keygen) alongside PowerShell.
  • Ensure that error messages and their resolutions are presented for both Windows and Linux environments, with clear distinctions.
  • Balance the order of examples so that Azure CLI and Linux-native approaches are presented before or alongside PowerShell/Windows-specific solutions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets