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 claims applicability to both Windows and Linux VMs, but all procedural instructions are given in terms of the Azure Portal UI, which is platform-agnostic. However, where specific extension names are mentioned, 'Windows' is listed before 'Linux', and there are no command-line examples for either PowerShell (Windows) or Bash (Linux). There is a subtle 'windows_first' ordering and a lack of Linux-specific guidance or parity in examples.
Recommendations
  • Provide explicit command-line examples for both Windows (PowerShell/Azure CLI) and Linux (Bash/Azure CLI) to allow users to automate or script the process.
  • When listing extension names or options, alternate or randomize the order, or list Linux first in some cases to avoid implicit prioritization.
  • Include any Linux-specific considerations or troubleshooting steps if they exist.
  • Clearly indicate if there are differences in the process for Windows vs. Linux VMs.
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Scan History

Date Scan Status Result
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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
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