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
Summary
The documentation page shows mild Windows bias, primarily in the SDKs section, where the Az PowerShell module is mentioned first and in more detail than other SDKs. There is also a general tendency to mention Windows before Linux (e.g., in the auto-shutdown section), and no explicit Linux command-line or tool examples are provided. However, the page does mention Linux support and the Python SDK, and does not include exclusive Windows-only tools or examples.
Recommendations
  • When listing SDKs and automation tools, mention cross-platform options (such as Azure CLI and Python SDK) before or alongside PowerShell.
  • Provide explicit Linux/Unix command-line examples (e.g., using Azure CLI) where automation or scripting is discussed.
  • In feature descriptions (such as auto-shutdown), mention Linux and Windows together or alternate their order to avoid 'Windows first' bias.
  • Include references to Linux-specific documentation or supported distributions where relevant.
  • Ensure parity in example scripts and workflows for both Windows and Linux users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased