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 describes managing lab plans via the Azure portal, which is a web-based GUI. There are no examples or references to command-line tools, scripts, or automation methods, such as Azure CLI, PowerShell, or Bash. While the portal is cross-platform in theory, the documentation's screenshots and instructions implicitly favor Windows users, as the Azure portal is most commonly accessed from Windows environments. There is no mention of Linux-specific workflows or parity in automation, nor are there examples using Linux-friendly tools.
Recommendations
  • Add examples for managing lab plans using Azure CLI, which is cross-platform and widely used on Linux.
  • Include PowerShell examples if relevant, but ensure Azure CLI or REST API examples are presented first or alongside.
  • Mention that the Azure portal can be accessed from any OS/browser, and clarify that all instructions are OS-agnostic.
  • Provide links to automation guides for both Windows and Linux users.
  • Add a section on scripting lab plan management for advanced users, with sample commands for both Bash (Azure CLI) and PowerShell.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean