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 shows a subtle Windows bias in its cross-references and quickstart links. For example, the link to enabling PSTN dial-out capability for a room points to a quickstart with '?tabs=windows', suggesting Windows as the default or primary platform. However, all code samples are provided in cross-platform languages (C#, Java, JavaScript, Python) and do not use Windows-specific tools or PowerShell, nor do they reference Windows-only patterns or utilities. There are no explicit examples missing for Linux, but the navigation and tab defaults favor Windows.
Recommendations
  • Ensure that quickstart and concept links do not default to Windows tabs; provide parity for Linux/macOS tabs or CLI where relevant.
  • Where platform-specific instructions are referenced (e.g., enabling PSTN dial-out), offer clear guidance for Linux/macOS users, such as Azure CLI or Bash examples.
  • Audit all cross-references and tab defaults to avoid implicit prioritization of Windows; consider using platform-neutral defaults or highlighting all supported platforms equally.
  • If there are platform-specific prerequisites or setup steps, document them for both Windows and Linux/macOS environments.
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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 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