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_tools
powershell_heavy
Summary
The documentation demonstrates a moderate Windows bias. Windows-based build agents ('windows-latest') are used by default for C# and PowerShell examples, and Windows is the default appType for deployments. PowerShell is included as a first-class language, with no mention of Bash or Linux shell alternatives for scripting. Windows deployment and slot examples are presented before Linux equivalents, and the documentation often defaults to Windows settings or tools, only specifying Linux as an alternative or with additional configuration.
Recommendations
  • Present Linux and Windows examples side-by-side, or alternate which is shown first, to avoid implicit prioritization.
  • For C# and PowerShell, provide both 'windows-latest' and 'ubuntu-latest' agent examples where possible, noting any platform-specific requirements.
  • Include Bash or Linux shell scripting examples alongside PowerShell, especially for automation tasks.
  • Clarify when Windows is required and when Linux is equally supported, and avoid language that implies Windows is the default or preferred platform.
  • Ensure all features and tasks (such as deployment slots, build steps, and deployment methods) are documented for both Windows and Linux, noting any limitations explicitly.
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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