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 exhibits a subtle Windows bias in the 'Next steps' section, where the quickstart links for .NET, Java, Python, and Node.js all include 'environment-variable-windows' as a tab or default, and in the Java quickstart, 'powershell' is also specified as a tab. There are no explicit Linux or cross-platform command-line examples or tabs mentioned, and Windows-specific patterns are prioritized in the quickstart links.
Recommendations
  • Ensure that quickstart links and code samples include Linux/macOS tabs or examples alongside Windows, not just as an afterthought or omitted.
  • Avoid defaulting to 'environment-variable-windows' in tabbed code samples; provide parity for Linux and macOS environments.
  • If referencing command-line tools (e.g., PowerShell), also provide Bash or cross-platform CLI equivalents.
  • Review the quickstart guides linked to ensure Linux users are equally supported and that instructions are not Windows-centric.
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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 Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased