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
windows_tools
missing_linux_example
Summary
The documentation provides both Windows and Linux information, but there are signs of Windows bias. Windows-specific details and caveats are often mentioned first or in more detail (e.g., ephemeral disk mapping, container runtime notes, default Docker data root paths). C# examples use Windows-style paths and commands, and the troubleshooting and container task sections show Windows-centric examples before or instead of Linux equivalents. There is a lack of parity in showing Linux-specific command-line examples (e.g., no bash or shell script examples for Linux containers in C#), and Windows tools/patterns (like C:\ paths and references to Windows container limitations) are more prominent.
Recommendations
  • Provide Linux-first or side-by-side examples for all code snippets, especially in C# and Python, including Linux-style paths and shell commands.
  • Balance the order of platform-specific notes so that Linux and Windows are treated equally, or group platform-specific guidance in dedicated sections.
  • Include troubleshooting steps and container task examples that use Linux containers and Linux command lines (e.g., bash scripts, /app paths) in C# and Python.
  • Explicitly mention Linux alternatives for any Windows-specific tools or patterns.
  • Add a table or matrix summarizing feature parity and limitations for both platforms.
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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