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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Windows-centric tools (Azure portal, PowerShell) and providing screenshots of GUI workflows that are only available on Windows. While it mentions SDK and REST API as alternatives, there are no explicit Linux/macOS command-line examples (e.g., Azure CLI, Bash scripts), nor are Linux-friendly workflows shown or prioritized. PowerShell is listed as a scripting option, but Azure CLI is not mentioned at all.
Recommendations
  • Add explicit Azure CLI examples for all major steps (creating managed identities, assigning them, configuring credentials, etc.), as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include screenshots or instructions for using browser-based Azure portal on non-Windows platforms, or clarify that the portal is platform-agnostic.
  • Provide Bash script examples for REST API usage, demonstrating how Linux/macOS users can automate these tasks.
  • List Azure CLI before or alongside PowerShell in all references to scripting/automation tools.
  • Clearly state that all steps can be performed on Linux/macOS using CLI or REST API, and link to relevant cross-platform documentation.
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed 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