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
Summary
The documentation exclusively uses Azure Portal (web UI) instructions and screenshots, which are platform-agnostic but implicitly favor Windows users due to the lack of command-line examples. There are no CLI, PowerShell, or Bash instructions provided, nor are there references to Linux-specific tools or workflows. This omission can disadvantage Linux users or those who prefer automation and scripting over GUI interactions.
Recommendations
  • Add Azure CLI examples for all major steps (creating managed identities, assigning roles, configuring key vault access), ensuring commands work on both Windows and Linux.
  • Include PowerShell examples where appropriate, but always provide Azure CLI/Bash equivalents and present them either before or alongside PowerShell.
  • Explicitly mention that all steps can be performed via CLI and provide links to relevant CLI documentation.
  • Add a section summarizing automation options for Linux/macOS users, including sample scripts.
  • Ensure screenshots and instructions do not assume a Windows environment (e.g., avoid references to Windows-specific UI elements or terminology).
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased