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_prominence
powershell_heavy
Summary
The documentation provides both Windows and Linux examples for most resource definitions, but Windows examples are consistently presented first in code tabs and explanations. PowerShell is the only scripting language shown for deployment automation, with no Bash or Linux shell equivalents. Some references and sample links default to Windows-based templates, and Windows terminology (e.g., 'Windows Consumption plan') is used more frequently and earlier in the text. Linux examples are present, but often appear after Windows, and Linux-specific deployment methods (e.g., Bash, az CLI) are not highlighted in automation sections.
Recommendations
  • Present Linux examples before or alongside Windows examples in code tabs and explanations, especially for resource definitions and deployment steps.
  • Add Bash or Azure CLI shell script examples for deployment automation, not just PowerShell.
  • Ensure sample links and references include both Windows and Linux templates, or default to a neutral/OS-agnostic example.
  • Use OS-neutral terminology where possible, and clarify when instructions apply to both Windows and Linux.
  • Highlight Linux-specific considerations and workflows (such as remote builds, container deployment, and managed identity usage) equally with Windows.
  • Consider adding a parity checklist or table summarizing differences and equivalencies between Windows and Linux deployments.
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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