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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page includes a prominent PowerShell-specific note and full PowerShell code samples alongside other languages. PowerShell is a Windows-centric tool, and its usage is highlighted both in the introductory note and in the examples. The note about PowerShell SDK support appears before any mention of Linux or cross-platform alternatives. There is no mention of Bash, Linux shell, or Linux-specific orchestration patterns, nor is there any guidance for Linux users regarding equivalent tooling or SDKs.
Recommendations
  • Add explicit notes or guidance for Linux users, including supported SDKs and any differences in orchestration patterns.
  • Provide Bash or other Linux shell examples if relevant, or clarify that PowerShell examples are cross-platform (if true) and how to use them on Linux.
  • Balance the introductory notes by mentioning cross-platform support and alternatives before or alongside PowerShell-specific information.
  • Clarify whether PowerShell examples are intended for Windows only or if they are supported on Linux/macOS, and provide installation or usage instructions for those platforms.
  • Consider including troubleshooting or migration guidance for Linux users, especially where SDK or tool support differs.
GitHub Create Pull Request

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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets