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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. Windows VM images and considerations are discussed before Linux equivalents in several sections, and Windows-specific tools, paths, and behaviors (e.g., C:\ProgramData\Docker, c:\app\myApp.exe) are referenced in examples and explanations. Most code samples use C# and Python, but all container configuration and task examples use Linux images and commands, with only one C# task example using a Windows path. There is a lack of explicit Linux shell command examples for troubleshooting and task execution, and Windows-specific limitations and behaviors are described in more detail than Linux equivalents.
Recommendations
  • Ensure Linux and Windows examples are presented in parallel, with equal detail and order.
  • Provide explicit Linux shell command examples for troubleshooting and task execution, not just C# or Python code.
  • Include Windows PowerShell or CMD examples for container configuration and task execution, especially in troubleshooting sections.
  • Clarify Linux-specific limitations and behaviors (e.g., working directory, file paths, environment variables) to match the detail given for Windows.
  • Avoid referencing Windows tools and paths (e.g., C:\ProgramData\Docker, c:\app\myApp.exe) without providing Linux equivalents (e.g., /var/lib/docker, /app/myApp.sh).
  • When discussing VM images, alternate the order of Windows and Linux, or present them together for parity.
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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 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 Clean Clean

Flagged Code Snippets