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 demonstrates bias towards Windows by exclusively referencing PowerShell in the 'Next steps' section, without mentioning or providing examples for Linux or cross-platform alternatives such as Python or Bash runbooks. There are no instructions or links for creating or using managed identities with non-Windows tools, and the only runbook example provided is for PowerShell, which is traditionally associated with Windows environments.
Recommendations
  • Include links and examples for creating and using managed identities with Python and Bash runbooks, which are commonly used on Linux.
  • Add a 'Next steps' section that references tutorials for Linux-based automation scenarios, such as Python runbooks.
  • Explicitly mention that managed identities can be used with multiple runbook types, not just PowerShell.
  • Provide parity in documentation by ensuring that Linux and cross-platform examples are given equal prominence to Windows/PowerShell examples.
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 Clean Clean
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