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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page exhibits a Windows-first bias in several areas. Windows-specific deployment methods (such as source control, local Git, and FTPS) are called out as 'Windows-only' in the technology availability table, while Linux equivalents are either missing or less emphasized. Examples and instructions frequently reference Visual Studio and Windows-centric tools before mentioning cross-platform or Linux alternatives. Some deployment scenarios (like remote build) provide more detail for Windows than Linux, and Linux-specific requirements (such as setting environment variables for remote build) are described as exceptions rather than defaults. There is a lack of Linux-specific command-line examples, and the documentation often assumes the use of Windows-based development environments.
Recommendations
  • Provide Linux-specific examples and instructions alongside Windows examples for all deployment methods, especially for CLI usage and remote build scenarios.
  • Ensure parity in documentation for deployment technologies that are available on Linux, such as Docker container deployments and remote build, with clear step-by-step guides.
  • Highlight cross-platform tools (such as Azure Functions Core Tools and VS Code) before Windows-only tools (like Visual Studio), or present them together.
  • Clarify which deployment methods are available on Linux and provide guidance for Linux users where Windows-only methods are mentioned.
  • Include troubleshooting and best practices for Linux environments, such as handling dependencies and storage configuration.
  • Avoid presenting Windows tools and workflows as the default; instead, use neutral language and structure to support both platforms equally.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Clean Clean
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Clean Clean
2026-01-17 00:00 #262 completed Biased Biased
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
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets