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 provides both Azure CLI and Azure PowerShell examples for all operations, but PowerShell is given equal prominence to CLI, and the 'Next steps' section exclusively links to a PowerShell tutorial. PowerShell is a Windows-centric tool, and its inclusion alongside CLI (which is cross-platform) can be seen as a Windows bias, especially since no Linux-specific shell (e.g., Bash) or scripting examples are provided, nor is there any mention of Linux-native tooling or workflows.
Recommendations
  • Prioritize Azure CLI examples, as it is cross-platform and works natively on Linux, macOS, and Windows.
  • If PowerShell is included, clarify that it is available cross-platform, but also provide Bash or shell script equivalents where appropriate.
  • In the 'Next steps' section, provide links to both CLI and PowerShell tutorials, or a general tutorial that covers both.
  • Explicitly mention that all CLI commands work on Linux, macOS, and Windows, and consider adding a note about running these commands in a Bash shell or terminal.
  • If referencing PowerShell, clarify that it is available on Linux, but avoid implying it is the default or primary method for non-Windows users.
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
2026-01-11 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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets