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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation provides both Windows (PowerShell) and Linux (Bash/Azure CLI) examples, but there is a noticeable Windows bias. Windows-specific tools and patterns (PowerShell, Windows Server notes, OpenSSH for Windows links) are mentioned frequently and sometimes before Linux equivalents. Some sections, such as prerequisites and next steps, highlight Windows-specific instructions or resources more prominently. There is limited coverage of Linux-specific troubleshooting, and some advanced Linux scenarios (e.g., SELinux, systemd service management) are not addressed.
Recommendations
  • Ensure Linux examples and instructions are presented with equal prominence and detail as Windows examples.
  • Add Linux-specific troubleshooting and advanced configuration guidance (e.g., SELinux, systemd, package manager variations).
  • Include links to Linux OpenSSH documentation in the 'Next steps' section alongside Windows resources.
  • Avoid presenting Windows instructions or links before Linux equivalents; consider parallel presentation or tabs.
  • Expand Linux prerequisites to cover common distributions and edge cases (e.g., firewall configuration, SSH key management).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
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