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_first
missing_linux_example
Summary
The documentation page exhibits Windows bias by listing PowerShell samples before CLI samples in the 'Next steps' section, suggesting a preference for Windows tooling. There is no mention of Bash or Linux-specific examples, and the only command-line reference is generic 'CLI', which may not fully address Linux users' needs. No Linux tools or patterns are highlighted, and PowerShell (a Windows-centric tool) is given prominence.
Recommendations
  • List CLI (az CLI) samples before PowerShell samples to avoid implying Windows-first workflows.
  • Explicitly mention Bash or Linux shell examples alongside PowerShell, or provide links to Linux-specific usage guides.
  • Add a section or note clarifying that all templates and examples are cross-platform and can be used on Linux, macOS, and Windows.
  • Where PowerShell is referenced, also provide equivalent Bash/az CLI commands for parity.
  • Consider including troubleshooting or usage notes for Linux users, such as authentication differences or environment setup.
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
2025-08-17 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