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
Summary
The documentation page demonstrates a mild Windows bias by linking to a 'Rooms quickstart' with the query parameter '?tabs=windows', suggesting Windows as the default or primary platform for further guidance. However, all code samples are cross-platform (C#, Java, JavaScript, Python) and do not use Windows-specific tools, shells, or patterns. There are no PowerShell examples, nor exclusive references to Windows-only utilities. Linux/macOS users are not blocked from completing any tasks, but may experience minor friction due to Windows being presented as the default in some links.
Recommendations
  • Ensure that quickstart and concept links use neutral tab defaults (e.g., '?tabs=cli' or no tab parameter) or provide explicit parity for Linux/macOS users.
  • Where platform-specific instructions exist, present Linux/macOS options alongside or before Windows options.
  • Review all linked pages to confirm Linux/macOS parity and avoid Windows-first presentation.
  • Add a note clarifying that all SDK code samples are cross-platform and not dependent on Windows.
  • If CLI instructions are referenced, ensure both Azure CLI and PowerShell are covered equally.
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 Clean Clean
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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets