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 page presents several signs of Windows bias. Windows-specific instructions, examples, and references (such as PowerShell commands, Windows base images, and Windows file paths) are frequently shown first or exclusively, especially in sections not clearly separated by OS pivots. PowerShell examples are provided alongside Bash, but sometimes Windows-centric tools and patterns (like C:\home, IIS, .NET Framework, and Windows Server images) are discussed in more detail than their Linux equivalents. Some advanced configuration and diagnostic sections are more detailed for Windows containers, while Linux sections are less comprehensive or refer out to external resources.
Recommendations
  • Ensure all examples and instructions are provided for both Windows and Linux, with equal detail and clarity.
  • When showing command-line examples, present Bash and PowerShell commands side-by-side, or alternate which is shown first.
  • Expand Linux-specific sections to match the depth of Windows sections, especially for advanced configuration, diagnostics, and troubleshooting.
  • Avoid referencing Windows tools or patterns (e.g., C:\home, IIS, .NET Framework) without providing Linux equivalents (e.g., /home, Apache/Nginx, .NET Core).
  • Where pivots are used, ensure parity in content and examples between Windows and Linux pivots.
  • Add more Linux container base image recommendations and troubleshooting guides.
  • Review and update links and references to ensure Linux users have direct access to relevant resources.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets