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:
⚠️ windows_first
⚠️ windows_tools
⚠️ powershell_heavy
Summary:
The documentation is generally Linux-focused for the main tutorial steps, but there are subtle Windows biases. Windows file paths and PowerShell output are shown in examples before or instead of Linux equivalents. References to Windows-specific tools and documentation (such as opening ports in the Azure portal for Windows VMs) are present, and some output examples use Windows-style formatting. However, the actual configuration and deployment steps are performed using Bash and Azure CLI, which are cross-platform and primarily Linux-oriented.
Recommendations:
  • Provide Linux output examples (e.g., 'ls' command) alongside or before Windows PowerShell output when showing directory contents.
  • When referencing how to open ports on VMs, include links and instructions for both Windows and Linux virtual machines, not just Windows.
  • Avoid using Windows file paths (e.g., C:\nested-edge\output) as the only example; show Linux paths (e.g., /home/user/nested-edge/output) as well.
  • If showing PowerShell output, also show equivalent Bash output for parity.
  • Ensure that all troubleshooting and configuration steps are equally documented for both Windows and Linux environments, or clarify when steps are OS-agnostic.
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Scan History

Date Scan ID Status Bias Status
2025-08-22 00:01 #88 completed ✅ Clean
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

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