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
Summary
The documentation page exhibits a Windows bias by providing only Windows-centric code examples (e.g., using 'cmd /c' and Windows environment variable formats), referencing Windows VM images first and exclusively in code, and omitting equivalent Linux shell or usage examples. Windows-specific tools and patterns are mentioned (such as 'cmd /c'), while Linux alternatives (e.g., bash, sh) are not demonstrated. Linux-specific instructions are limited to brief notes about environment variable formatting, without practical code samples.
Recommendations
  • Provide equivalent Linux code examples alongside Windows examples, such as using bash/sh command lines and referencing Linux VM images in sample code.
  • Demonstrate how to access and use application packages on Linux nodes, including environment variable usage and command-line invocation.
  • Mention Linux VM configuration options and node agent SKUs in code samples, not just Windows.
  • Clarify any differences in application package deployment or usage between Windows and Linux nodes.
  • Ensure that all instructions and code samples are presented in parallel for both operating systems to improve parity and inclusivity.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-18 00:00 #266 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
2025-08-17 00:01 #83 cancelled Clean Clean
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