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
windows_tools
Summary
The documentation page exhibits Windows bias by prioritizing PowerShell for automation examples, referencing Windows-centric tools (PowerShell, Visual Studio) before cross-platform or Linux-native alternatives, and omitting explicit Linux shell (bash) or CLI examples. The only command-line example for GUID generation uses PowerShell, with no mention of Linux equivalents. REST API usage is described generically, but the tooling and command references favor Windows environments.
Recommendations
  • Provide Linux shell (bash) equivalents for PowerShell commands, such as using 'uuidgen' for GUID generation.
  • Include CLI examples using Azure CLI (az) where possible, as it is cross-platform.
  • List cross-platform or Linux-native tools (curl, httpie) before or alongside Windows tools like PowerShell and Visual Studio.
  • Add explicit Linux/macOS instructions and screenshots where relevant.
  • Clarify that all steps can be performed on Linux/macOS, and link to relevant Linux documentation for authentication and REST API usage.
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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