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
Summary
The documentation demonstrates mild Windows bias by mentioning Windows options and tools before or alongside Linux equivalents, referencing PowerShell and RDP, and providing explicit links and instructions for Windows VM connection and SDK installation. Linux is covered, but Windows tools and patterns are often mentioned first or in parallel, and some instructions are more detailed for Windows users.
Recommendations
  • Ensure Linux instructions and examples are presented before or equally with Windows options, especially in authentication and connection sections.
  • Provide explicit Linux command-line examples for all steps, including VM connection and SDK installation, not just SSH.
  • Avoid referencing Windows tools (PowerShell, RDP) before Linux tools (Bash, SSH) unless contextually necessary.
  • Add parity in post-deployment steps, such as linking to Linux OE SDK installation guides alongside Windows guides.
  • Clarify that Azure Cloud Shell and WSL are cross-platform solutions, and highlight Linux-native workflows where possible.
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets