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 exhibits a moderate Windows bias. Windows-specific tools and patterns (e.g., Windows Defender Firewall prompts, registry edits, use of .exe files, Windows App Service plans) are mentioned first or exclusively in several sections. Some examples and troubleshooting steps are Windows-centric, such as editing the Windows registry or referencing Windows paths and executables. Linux/macOS equivalents are sometimes mentioned, but often as secondary notes or in less detail. The use of ngrok is cross-platform, but instructions and screenshots frequently default to Windows. The deployment section focuses on Windows-based App Service plans, with Linux options not equally highlighted.
Recommendations
  • Provide Linux/macOS-specific instructions and screenshots alongside Windows examples, especially for setup, troubleshooting, and file paths.
  • Explicitly mention Linux/macOS equivalents for all tools (e.g., firewall configuration, registry edits, executable names, App Service plans).
  • Reorder examples so that cross-platform or Linux/macOS instructions are not always secondary.
  • Clarify which steps are platform-agnostic and which require OS-specific actions.
  • Add troubleshooting steps for common Linux/macOS issues (e.g., permissions, path separators, service management).
  • Highlight Linux-based App Service plans and deployment options equally with Windows.
GitHub Create Pull Request

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
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets