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_examples_prominent
powershell_heavy
Summary
The documentation provides both Windows and Linux examples for most deployment scenarios, but Windows examples are consistently listed first and often described before Linux equivalents. In several places, Windows-specific settings and deployment instructions are highlighted or given precedence. PowerShell is featured as a primary deployment method, with less emphasis on Linux-native tools or shell scripts. While Linux parity is generally good, the ordering and prominence of Windows content may suggest a subtle bias toward Windows users.
Recommendations
  • Alternate the order of Windows and Linux examples, or present them side-by-side to avoid implicit prioritization.
  • Where PowerShell is shown, also provide equivalent Bash/Azure CLI scripts for Linux users.
  • Ensure that all deployment instructions and code samples are equally detailed for both Windows and Linux, including troubleshooting and validation steps.
  • Highlight cross-platform tools (like Azure CLI) as the default or preferred method, with platform-specific tools as secondary options.
  • Review headings and introductory text to ensure Linux is mentioned as prominently as Windows, especially in summary tables and prerequisites.
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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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-07-17 00:00 #53 completed 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