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 provides both Windows and Linux examples for all supported languages and deployment scenarios, with clear tabs for each. However, Windows examples and instructions are consistently presented before Linux equivalents, and the default examples and template links are listed with Windows first. There is no evidence of missing Linux examples or exclusive use of Windows tools; parity is maintained except for Python, which is not supported on Windows (and this is clearly stated).
Recommendations
  • Alternate the order of Windows and Linux examples, or present both side-by-side to avoid implicit prioritization.
  • Explicitly state that both Windows and Linux are equally supported at the beginning of relevant sections.
  • Where possible, use neutral language (e.g., 'Choose your operating system') rather than listing Windows first.
  • Ensure that screenshots and walkthroughs are balanced between Windows and Linux 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 Biased Biased
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets