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 exclusively uses the Azure portal UI for all instructions, which is platform-agnostic in theory but in practice is most commonly accessed from Windows environments. There are no CLI, PowerShell, or Bash examples provided, and no mention of Linux-specific tools or workflows. The absence of command-line instructions (such as Azure CLI or Bash) means Linux users do not see parity in guidance, and the documentation implicitly prioritizes GUI workflows typical of Windows users.
Recommendations
  • Add Azure CLI examples for each major step (creating public IP, enabling/disabling DDoS IP Protection, validating status, and cleaning up resources).
  • Include Bash script snippets for Linux users where appropriate.
  • Explicitly mention that the Azure portal is accessible from any OS and provide links to CLI documentation for cross-platform usage.
  • Add a section comparing portal, CLI, and PowerShell workflows, and link to relevant Linux-friendly documentation.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean