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 for artifact creation 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 process for Linux artifact creation is only mentioned in passing (targetOsType: Linux), with no practical examples or instructions. Windows tools and patterns (PowerShell, Chocolatey) are referenced exclusively and appear before any mention of Linux equivalents.
Recommendations
  • Add parallel examples for Linux artifacts, including sample artifactfile.json and corresponding shell script (e.g., Bash) usage.
  • Show how to use Linux package managers (e.g., apt, yum) in artifact scripts.
  • Provide a Linux-focused runCommand example, such as executing a Bash script.
  • Explicitly mention and demonstrate how to structure artifacts for Linux VMs, including handling secure strings and parameters.
  • Ensure that Linux instructions and examples are presented alongside Windows examples, not only as an afterthought.
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Scan History

Date Scan Status Result
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-20 22:24 #14 completed Clean Clean
2025-12-20 00:00 #13 completed Clean Clean
2025-12-19 00:00 #12 completed Clean Clean
2025-12-18 00:00 #11 completed Clean Clean
2025-12-17 00:01 #10 completed Clean Clean
2025-12-17 00:00 #9 completed Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

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