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

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 ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased