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 exhibits a moderate Windows bias. While it acknowledges Linux and macOS as supported development platforms and provides some Linux-specific guidance, Windows is repeatedly presented as the default or primary environment. Windows-specific tools, paths, and patterns (e.g., PowerShell, Windows directory paths, Docker Desktop for Windows, nested virtualization on Hyper-V) are mentioned first or exclusively in several places. Some examples and instructions use Windows-centric syntax (e.g., 'c:\dev\iotedgesolution'), and troubleshooting tips reference Windows tools before Linux equivalents. Although Linux alternatives are mentioned, they are often secondary, and Linux users may need to adapt instructions or infer the correct steps for their platform.
Recommendations
  • Provide Linux/macOS examples and instructions alongside Windows examples, especially for directory paths, environment variables, and command-line usage.
  • Avoid presenting Windows as the default; use neutral language or parallel instructions for all platforms.
  • Include Linux-specific troubleshooting steps and tool recommendations (e.g., systemd, bash, Linux Docker installation) where relevant.
  • Ensure all PowerShell or Windows command prompt instructions are matched with bash/zsh equivalents.
  • Explicitly call out differences for Linux/macOS users in setup and configuration steps, rather than assuming adaptation.
  • Add screenshots or terminal output from Linux/macOS environments where applicable.
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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
2025-08-22 00:01 #88 completed 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets