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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. Windows-based examples (e.g., 'windows-latest' agent pools) are presented first for C# and PowerShell, and the default appType for deployment is Windows. PowerShell is included as a first-class language tab, and Windows-specific instructions/tools are referenced before Linux equivalents. While Linux examples are present (especially for JavaScript, Python, and Java), Windows options are often the default or primary focus, and some language/platforms (e.g., PowerShell) are only shown with Windows agents.
Recommendations
  • Present Linux and Windows examples side-by-side or in parallel, rather than Windows first.
  • For languages like C#, provide both 'windows-latest' and 'ubuntu-latest' agent pool examples, with notes on when each is appropriate.
  • For PowerShell, clarify Linux support (if any) or explain the Windows-only limitation.
  • When referencing deployment tasks, avoid stating Windows as the default; instead, highlight both options equally.
  • Add explicit notes or links for Linux tooling and troubleshooting, especially for .NET and PowerShell.
  • Ensure all language tabs (including PowerShell) mention platform support and limitations.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-31 00:01 #97 cancelled Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
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