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
powershell_heavy
Summary
The documentation covers both Linux and Windows VM images, but there are signs of Windows bias. PowerShell examples and references are given alongside CLI, but PowerShell is mentioned first in several places. Windows-specific tools (Sysprep) are referenced before Linux equivalents (waagent). Some links and examples are Windows-focused or presented before Linux alternatives. However, Linux support is acknowledged, and CLI examples are provided, so Linux users can complete the tasks.
Recommendations
  • Ensure Linux and Windows examples are presented in parallel, alternating order or grouped by OS.
  • Provide explicit Linux-focused examples and links wherever Windows examples are given (e.g., for uploading VHDs, generalizing images).
  • Avoid mentioning PowerShell first; alternate with CLI or Bash examples.
  • Where possible, use cross-platform tools (Azure CLI) as the primary example, and supplement with PowerShell only as needed.
  • Review linked pages to ensure Linux parity in referenced content.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets