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
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. PowerShell is emphasized as a primary management and deployment tool, with multiple references and dedicated sections. Windows-specific tools and extensions (such as password reset via PowerShell) are highlighted, and Windows image preparation is listed before Linux or generalized approaches. While Linux is mentioned as a supported VM OS, Linux-specific examples, tools, or workflows are not provided or are less visible, and there is a lack of parity in example depth and guidance for Linux users.
Recommendations:
  • Provide Linux-specific examples and workflows alongside Windows/PowerShell instructions, such as using Bash, Azure CLI, or SSH for VM management.
  • Ensure that Linux image preparation and deployment guides are as detailed and prominent as Windows guides.
  • When listing options (e.g., image preparation, connection methods), alternate the order or present Windows and Linux equally.
  • Include Linux-native tools and extensions (e.g., cloud-init, SSH key reset) where applicable, not just Windows/PowerShell-based solutions.
  • Expand the 'Connect to your VM' and management sections with explicit Linux command-line examples and troubleshooting tips.
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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
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased