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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by primarily referencing Windows-centric tools and workflows such as PowerShell and the Azure portal (which is most commonly used on Windows). Scripted management mentions PowerShell and SDKs, but does not provide examples for Linux-native tools (e.g., Azure CLI, Bash). No Linux or cross-platform command-line examples are given, and the order of tool mention (PowerShell before REST API, CLI omitted) further reinforces the bias. Screenshots and instructions focus on GUI workflows typical of Windows environments.
Recommendations
  • Add Azure CLI examples for all scripted steps, including creating and assigning managed identities, and credential management.
  • Explicitly mention cross-platform compatibility of SDKs and REST APIs, and provide sample commands for Linux/macOS users.
  • Include screenshots or instructions for using the Azure portal on non-Windows platforms, or clarify that the portal is web-based and OS-agnostic.
  • Reorder tool mentions to avoid prioritizing Windows tools (e.g., list Azure CLI before PowerShell, or group them together).
  • Add a section or tab for Linux/macOS command-line workflows, ensuring parity with Windows instructions.
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