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 Windows bias in several areas: Windows-specific tools and patterns (e.g., Windows Defender Firewall prompts, registry edits via regedit, App Service plan selection limited to Windows-based plans), Windows paths and screenshots, and troubleshooting steps that reference Windows-only features. Linux/macOS equivalents are often missing or mentioned after Windows, and some examples (such as registry edits and firewall prompts) are exclusively for Windows. The use of Windows-centric terminology and instructions may hinder parity and clarity for Linux users.
Recommendations
  • Provide Linux/macOS equivalents for all Windows-specific steps, such as firewall configuration, registry edits, and file paths.
  • Include screenshots and examples from Linux/macOS environments alongside Windows ones.
  • When referencing tools (e.g., ngrok, command prompts), clarify usage on Linux/macOS (e.g., terminal commands, installation instructions).
  • Ensure App Service plan instructions cover Linux-based hosting options if supported, or clearly state Windows-only limitations.
  • Avoid presenting Windows instructions first or exclusively; interleave or parallelize instructions for all platforms.
  • Audit troubleshooting and error resolution steps to ensure Linux/macOS users are not excluded.
  • Use platform-agnostic language and paths where possible, or provide both formats.
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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
2026-01-11 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