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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias. All code examples use PowerShell scripts and Windows-specific commands (e.g., powershell.exe, Chocolatey). There are no Linux shell script examples, nor is there guidance for creating Linux-compatible artifacts. The workflow and screenshots focus exclusively on Windows artifacts, and Windows terminology/tools are presented first and exclusively.
Recommendations
  • Add parallel Linux examples using shell scripts (e.g., Bash) and Linux package managers (e.g., apt, yum).
  • Show how to structure artifact definition files for Linux VMs, including sample runCommand values for Linux.
  • Include instructions and screenshots for creating and storing Linux artifacts.
  • Mention Linux tools and patterns alongside Windows equivalents, not after or instead of them.
  • Clarify any OS-specific differences in artifact creation and usage.
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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
2026-01-11 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 Biased Biased

Flagged Code Snippets